#ifndef ANIME4KCPP_CORE_OPENCL_ACNET_KERNEL_HPP
#define ANIME4KCPP_CORE_OPENCL_ACNET_KERNEL_HPP

#ifdef ENABLE_OPENCL

#ifdef BUILT_IN_KERNEL

#include<string>

namespace Anime4KCPP::OpenCL
{
    static const std::string kernelFunction =
        R"(__kernel void conv1To8(__read_only image2d_t srcImg,
__write_only image2d_array_t tmpImgOut){const int x=get_global_id(0),y=get_global_id(1);
if(x>=get_image_width(srcImg)||y>=get_image_height(srcImg)) return;
const int2 imgIndex1=(int2)(0,0);
const int2 imgIndex2=(int2)(1,0);
int2 coord=(int2)(x,y);
float4 tl=read_imagef(srcImg,samplerN,(int2)(x-1,y-1));
float4 tc=read_imagef(srcImg,samplerN,(int2)(x,y-1));
float4 tr=read_imagef(srcImg,samplerN,(int2)(x+1,y-1));
float4 ml=read_imagef(srcImg,samplerN,(int2)(x-1,y));
float4 mc=read_imagef(srcImg,samplerN,coord);
float4 mr=read_imagef(srcImg,samplerN,(int2)(x+1,y));
float4 bl=read_imagef(srcImg,samplerN,(int2)(x-1,y+1));
float4 bc=read_imagef(srcImg,samplerN,(int2)(x,y+1));
float4 br=read_imagef(srcImg,samplerN,(int2)(x+1,y+1));
float4 c1234=RELU((float4)(tl.x*kernelsL1[0*9+0]+tc.x*kernelsL1[0*9+1]+tr.x*kernelsL1[0*9+2]+
ml.x*kernelsL1[0*9+3]+mc.x*kernelsL1[0*9+4]+mr.x*kernelsL1[0*9+5]+
bl.x*kernelsL1[0*9+6]+bc.x*kernelsL1[0*9+7]+br.x*kernelsL1[0*9+8]+biasL1[0],
tl.x*kernelsL1[1*9+0]+tc.x*kernelsL1[1*9+1]+tr.x*kernelsL1[1*9+2]+
ml.x*kernelsL1[1*9+3]+mc.x*kernelsL1[1*9+4]+mr.x*kernelsL1[1*9+5]+
bl.x*kernelsL1[1*9+6]+bc.x*kernelsL1[1*9+7]+br.x*kernelsL1[1*9+8]+biasL1[1],
tl.x*kernelsL1[2*9+0]+tc.x*kernelsL1[2*9+1]+tr.x*kernelsL1[2*9+2]+
ml.x*kernelsL1[2*9+3]+mc.x*kernelsL1[2*9+4]+mr.x*kernelsL1[2*9+5]+
bl.x*kernelsL1[2*9+6]+bc.x*kernelsL1[2*9+7]+br.x*kernelsL1[2*9+8]+biasL1[2],
tl.x*kernelsL1[3*9+0]+tc.x*kernelsL1[3*9+1]+tr.x*kernelsL1[3*9+2]+
ml.x*kernelsL1[3*9+3]+mc.x*kernelsL1[3*9+4]+mr.x*kernelsL1[3*9+5]+
bl.x*kernelsL1[3*9+6]+bc.x*kernelsL1[3*9+7]+br.x*kernelsL1[3*9+8]+biasL1[3]));
float4 c5678=RELU((float4)(tl.x*kernelsL1[4*9+0]+tc.x*kernelsL1[4*9+1]+tr.x*kernelsL1[4*9+2]+
ml.x*kernelsL1[4*9+3]+mc.x*kernelsL1[4*9+4]+mr.x*kernelsL1[4*9+5]+
bl.x*kernelsL1[4*9+6]+bc.x*kernelsL1[4*9+7]+br.x*kernelsL1[4*9+8]+biasL1[4],
tl.x*kernelsL1[5*9+0]+tc.x*kernelsL1[5*9+1]+tr.x*kernelsL1[5*9+2]+
ml.x*kernelsL1[5*9+3]+mc.x*kernelsL1[5*9+4]+mr.x*kernelsL1[5*9+5]+
bl.x*kernelsL1[5*9+6]+bc.x*kernelsL1[5*9+7]+br.x*kernelsL1[5*9+8]+biasL1[5],
tl.x*kernelsL1[6*9+0]+tc.x*kernelsL1[6*9+1]+tr.x*kernelsL1[6*9+2]+
ml.x*kernelsL1[6*9+3]+mc.x*kernelsL1[6*9+4]+mr.x*kernelsL1[6*9+5]+
bl.x*kernelsL1[6*9+6]+bc.x*kernelsL1[6*9+7]+br.x*kernelsL1[6*9+8]+biasL1[6],
tl.x*kernelsL1[7*9+0]+tc.x*kernelsL1[7*9+1]+tr.x*kernelsL1[7*9+2]+
ml.x*kernelsL1[7*9+3]+mc.x*kernelsL1[7*9+4]+mr.x*kernelsL1[7*9+5]+
bl.x*kernelsL1[7*9+6]+bc.x*kernelsL1[7*9+7]+br.x*kernelsL1[7*9+8]+biasL1[7]));
write_imagef(tmpImgOut,(int4)(coord,imgIndex1),c1234);
write_imagef(tmpImgOut,(int4)(coord,imgIndex2),c5678);}
__kernel void conv8To8(__read_only image2d_array_t tmpImgIn,
__write_only image2d_array_t tmpImgOut,
int l){const int x=get_global_id(0),y=get_global_id(1);
if(x>=get_image_width(tmpImgIn)||y>=get_image_height(tmpImgIn)) return;
const int2 imgIndex1=(int2)(0,0);
const int2 imgIndex2=(int2)(1,0);
int4 coord1=(int4)(x,y,imgIndex1);
int4 coord2=(int4)(x,y,imgIndex2);
float4 tl1=read_imagef(tmpImgIn,samplerN,(int4)(x-1,y-1,imgIndex1));
float4 tc1=read_imagef(tmpImgIn,samplerN,(int4)(x,y-1,imgIndex1));
float4 tr1=read_imagef(tmpImgIn,samplerN,(int4)(x+1,y-1,imgIndex1));
float4 ml1=read_imagef(tmpImgIn,samplerN,(int4)(x-1,y,imgIndex1));
float4 mc1=read_imagef(tmpImgIn,samplerN,coord1);
float4 mr1=read_imagef(tmpImgIn,samplerN,(int4)(x+1,y,imgIndex1));
float4 bl1=read_imagef(tmpImgIn,samplerN,(int4)(x-1,y+1,imgIndex1));
float4 bc1=read_imagef(tmpImgIn,samplerN,(int4)(x,y+1,imgIndex1));
float4 br1=read_imagef(tmpImgIn,samplerN,(int4)(x+1,y+1,imgIndex1));
float4 tl2=read_imagef(tmpImgIn,samplerN,(int4)(x-1,y-1,imgIndex2));
float4 tc2=read_imagef(tmpImgIn,samplerN,(int4)(x,y-1,imgIndex2));
float4 tr2=read_imagef(tmpImgIn,samplerN,(int4)(x+1,y-1,imgIndex2));
float4 ml2=read_imagef(tmpImgIn,samplerN,(int4)(x-1,y,imgIndex2));
float4 mc2=read_imagef(tmpImgIn,samplerN,coord2);
float4 mr2=read_imagef(tmpImgIn,samplerN,(int4)(x+1,y,imgIndex2));
float4 bl2=read_imagef(tmpImgIn,samplerN,(int4)(x-1,y+1,imgIndex2));
float4 bc2=read_imagef(tmpImgIn,samplerN,(int4)(x,y+1,imgIndex2));
float4 br2=read_imagef(tmpImgIn,samplerN,(int4)(x+1,y+1,imgIndex2));)"
R"(float4 c1234=RELU((float4)(tl1.x*kernelsL[l][0*72+0*9+0]+tc1.x*kernelsL[l][0*72+0*9+1]+tr1.x*kernelsL[l][0*72+0*9+2]+
ml1.x*kernelsL[l][0*72+0*9+3]+mc1.x*kernelsL[l][0*72+0*9+4]+mr1.x*kernelsL[l][0*72+0*9+5]+
bl1.x*kernelsL[l][0*72+0*9+6]+bc1.x*kernelsL[l][0*72+0*9+7]+br1.x*kernelsL[l][0*72+0*9+8]+
tl1.y*kernelsL[l][0*72+1*9+0]+tc1.y*kernelsL[l][0*72+1*9+1]+tr1.y*kernelsL[l][0*72+1*9+2]+
ml1.y*kernelsL[l][0*72+1*9+3]+mc1.y*kernelsL[l][0*72+1*9+4]+mr1.y*kernelsL[l][0*72+1*9+5]+
bl1.y*kernelsL[l][0*72+1*9+6]+bc1.y*kernelsL[l][0*72+1*9+7]+br1.y*kernelsL[l][0*72+1*9+8]+
tl1.z*kernelsL[l][0*72+2*9+0]+tc1.z*kernelsL[l][0*72+2*9+1]+tr1.z*kernelsL[l][0*72+2*9+2]+
ml1.z*kernelsL[l][0*72+2*9+3]+mc1.z*kernelsL[l][0*72+2*9+4]+mr1.z*kernelsL[l][0*72+2*9+5]+
bl1.z*kernelsL[l][0*72+2*9+6]+bc1.z*kernelsL[l][0*72+2*9+7]+br1.z*kernelsL[l][0*72+2*9+8]+
tl1.w*kernelsL[l][0*72+3*9+0]+tc1.w*kernelsL[l][0*72+3*9+1]+tr1.w*kernelsL[l][0*72+3*9+2]+
ml1.w*kernelsL[l][0*72+3*9+3]+mc1.w*kernelsL[l][0*72+3*9+4]+mr1.w*kernelsL[l][0*72+3*9+5]+
bl1.w*kernelsL[l][0*72+3*9+6]+bc1.w*kernelsL[l][0*72+3*9+7]+br1.w*kernelsL[l][0*72+3*9+8]+
tl2.x*kernelsL[l][0*72+4*9+0]+tc2.x*kernelsL[l][0*72+4*9+1]+tr2.x*kernelsL[l][0*72+4*9+2]+
ml2.x*kernelsL[l][0*72+4*9+3]+mc2.x*kernelsL[l][0*72+4*9+4]+mr2.x*kernelsL[l][0*72+4*9+5]+
bl2.x*kernelsL[l][0*72+4*9+6]+bc2.x*kernelsL[l][0*72+4*9+7]+br2.x*kernelsL[l][0*72+4*9+8]+
tl2.y*kernelsL[l][0*72+5*9+0]+tc2.y*kernelsL[l][0*72+5*9+1]+tr2.y*kernelsL[l][0*72+5*9+2]+
ml2.y*kernelsL[l][0*72+5*9+3]+mc2.y*kernelsL[l][0*72+5*9+4]+mr2.y*kernelsL[l][0*72+5*9+5]+
bl2.y*kernelsL[l][0*72+5*9+6]+bc2.y*kernelsL[l][0*72+5*9+7]+br2.y*kernelsL[l][0*72+5*9+8]+
tl2.z*kernelsL[l][0*72+6*9+0]+tc2.z*kernelsL[l][0*72+6*9+1]+tr2.z*kernelsL[l][0*72+6*9+2]+
ml2.z*kernelsL[l][0*72+6*9+3]+mc2.z*kernelsL[l][0*72+6*9+4]+mr2.z*kernelsL[l][0*72+6*9+5]+
bl2.z*kernelsL[l][0*72+6*9+6]+bc2.z*kernelsL[l][0*72+6*9+7]+br2.z*kernelsL[l][0*72+6*9+8]+
tl2.w*kernelsL[l][0*72+7*9+0]+tc2.w*kernelsL[l][0*72+7*9+1]+tr2.w*kernelsL[l][0*72+7*9+2]+
ml2.w*kernelsL[l][0*72+7*9+3]+mc2.w*kernelsL[l][0*72+7*9+4]+mr2.w*kernelsL[l][0*72+7*9+5]+
bl2.w*kernelsL[l][0*72+7*9+6]+bc2.w*kernelsL[l][0*72+7*9+7]+br2.w*kernelsL[l][0*72+7*9+8]+biasL[l][0]
,tl1.x*kernelsL[l][1*72+0*9+0]+tc1.x*kernelsL[l][1*72+0*9+1]+tr1.x*kernelsL[l][1*72+0*9+2]+
ml1.x*kernelsL[l][1*72+0*9+3]+mc1.x*kernelsL[l][1*72+0*9+4]+mr1.x*kernelsL[l][1*72+0*9+5]+
bl1.x*kernelsL[l][1*72+0*9+6]+bc1.x*kernelsL[l][1*72+0*9+7]+br1.x*kernelsL[l][1*72+0*9+8]+
tl1.y*kernelsL[l][1*72+1*9+0]+tc1.y*kernelsL[l][1*72+1*9+1]+tr1.y*kernelsL[l][1*72+1*9+2]+
ml1.y*kernelsL[l][1*72+1*9+3]+mc1.y*kernelsL[l][1*72+1*9+4]+mr1.y*kernelsL[l][1*72+1*9+5]+
bl1.y*kernelsL[l][1*72+1*9+6]+bc1.y*kernelsL[l][1*72+1*9+7]+br1.y*kernelsL[l][1*72+1*9+8]+
tl1.z*kernelsL[l][1*72+2*9+0]+tc1.z*kernelsL[l][1*72+2*9+1]+tr1.z*kernelsL[l][1*72+2*9+2]+
ml1.z*kernelsL[l][1*72+2*9+3]+mc1.z*kernelsL[l][1*72+2*9+4]+mr1.z*kernelsL[l][1*72+2*9+5]+
bl1.z*kernelsL[l][1*72+2*9+6]+bc1.z*kernelsL[l][1*72+2*9+7]+br1.z*kernelsL[l][1*72+2*9+8]+
tl1.w*kernelsL[l][1*72+3*9+0]+tc1.w*kernelsL[l][1*72+3*9+1]+tr1.w*kernelsL[l][1*72+3*9+2]+
ml1.w*kernelsL[l][1*72+3*9+3]+mc1.w*kernelsL[l][1*72+3*9+4]+mr1.w*kernelsL[l][1*72+3*9+5]+
bl1.w*kernelsL[l][1*72+3*9+6]+bc1.w*kernelsL[l][1*72+3*9+7]+br1.w*kernelsL[l][1*72+3*9+8]+
tl2.x*kernelsL[l][1*72+4*9+0]+tc2.x*kernelsL[l][1*72+4*9+1]+tr2.x*kernelsL[l][1*72+4*9+2]+
ml2.x*kernelsL[l][1*72+4*9+3]+mc2.x*kernelsL[l][1*72+4*9+4]+mr2.x*kernelsL[l][1*72+4*9+5]+
bl2.x*kernelsL[l][1*72+4*9+6]+bc2.x*kernelsL[l][1*72+4*9+7]+br2.x*kernelsL[l][1*72+4*9+8]+
tl2.y*kernelsL[l][1*72+5*9+0]+tc2.y*kernelsL[l][1*72+5*9+1]+tr2.y*kernelsL[l][1*72+5*9+2]+
ml2.y*kernelsL[l][1*72+5*9+3]+mc2.y*kernelsL[l][1*72+5*9+4]+mr2.y*kernelsL[l][1*72+5*9+5]+
bl2.y*kernelsL[l][1*72+5*9+6]+bc2.y*kernelsL[l][1*72+5*9+7]+br2.y*kernelsL[l][1*72+5*9+8]+
tl2.z*kernelsL[l][1*72+6*9+0]+tc2.z*kernelsL[l][1*72+6*9+1]+tr2.z*kernelsL[l][1*72+6*9+2]+
ml2.z*kernelsL[l][1*72+6*9+3]+mc2.z*kernelsL[l][1*72+6*9+4]+mr2.z*kernelsL[l][1*72+6*9+5]+
bl2.z*kernelsL[l][1*72+6*9+6]+bc2.z*kernelsL[l][1*72+6*9+7]+br2.z*kernelsL[l][1*72+6*9+8]+
tl2.w*kernelsL[l][1*72+7*9+0]+tc2.w*kernelsL[l][1*72+7*9+1]+tr2.w*kernelsL[l][1*72+7*9+2]+
ml2.w*kernelsL[l][1*72+7*9+3]+mc2.w*kernelsL[l][1*72+7*9+4]+mr2.w*kernelsL[l][1*72+7*9+5]+
bl2.w*kernelsL[l][1*72+7*9+6]+bc2.w*kernelsL[l][1*72+7*9+7]+br2.w*kernelsL[l][1*72+7*9+8]+biasL[l][1]
,tl1.x*kernelsL[l][2*72+0*9+0]+tc1.x*kernelsL[l][2*72+0*9+1]+tr1.x*kernelsL[l][2*72+0*9+2]+
ml1.x*kernelsL[l][2*72+0*9+3]+mc1.x*kernelsL[l][2*72+0*9+4]+mr1.x*kernelsL[l][2*72+0*9+5]+
bl1.x*kernelsL[l][2*72+0*9+6]+bc1.x*kernelsL[l][2*72+0*9+7]+br1.x*kernelsL[l][2*72+0*9+8]+
tl1.y*kernelsL[l][2*72+1*9+0]+tc1.y*kernelsL[l][2*72+1*9+1]+tr1.y*kernelsL[l][2*72+1*9+2]+
ml1.y*kernelsL[l][2*72+1*9+3]+mc1.y*kernelsL[l][2*72+1*9+4]+mr1.y*kernelsL[l][2*72+1*9+5]+
bl1.y*kernelsL[l][2*72+1*9+6]+bc1.y*kernelsL[l][2*72+1*9+7]+br1.y*kernelsL[l][2*72+1*9+8]+
tl1.z*kernelsL[l][2*72+2*9+0]+tc1.z*kernelsL[l][2*72+2*9+1]+tr1.z*kernelsL[l][2*72+2*9+2]+
ml1.z*kernelsL[l][2*72+2*9+3]+mc1.z*kernelsL[l][2*72+2*9+4]+mr1.z*kernelsL[l][2*72+2*9+5]+
bl1.z*kernelsL[l][2*72+2*9+6]+bc1.z*kernelsL[l][2*72+2*9+7]+br1.z*kernelsL[l][2*72+2*9+8]+
tl1.w*kernelsL[l][2*72+3*9+0]+tc1.w*kernelsL[l][2*72+3*9+1]+tr1.w*kernelsL[l][2*72+3*9+2]+
ml1.w*kernelsL[l][2*72+3*9+3]+mc1.w*kernelsL[l][2*72+3*9+4]+mr1.w*kernelsL[l][2*72+3*9+5]+
bl1.w*kernelsL[l][2*72+3*9+6]+bc1.w*kernelsL[l][2*72+3*9+7]+br1.w*kernelsL[l][2*72+3*9+8]+
tl2.x*kernelsL[l][2*72+4*9+0]+tc2.x*kernelsL[l][2*72+4*9+1]+tr2.x*kernelsL[l][2*72+4*9+2]+
ml2.x*kernelsL[l][2*72+4*9+3]+mc2.x*kernelsL[l][2*72+4*9+4]+mr2.x*kernelsL[l][2*72+4*9+5]+
bl2.x*kernelsL[l][2*72+4*9+6]+bc2.x*kernelsL[l][2*72+4*9+7]+br2.x*kernelsL[l][2*72+4*9+8]+
tl2.y*kernelsL[l][2*72+5*9+0]+tc2.y*kernelsL[l][2*72+5*9+1]+tr2.y*kernelsL[l][2*72+5*9+2]+
ml2.y*kernelsL[l][2*72+5*9+3]+mc2.y*kernelsL[l][2*72+5*9+4]+mr2.y*kernelsL[l][2*72+5*9+5]+
bl2.y*kernelsL[l][2*72+5*9+6]+bc2.y*kernelsL[l][2*72+5*9+7]+br2.y*kernelsL[l][2*72+5*9+8]+
tl2.z*kernelsL[l][2*72+6*9+0]+tc2.z*kernelsL[l][2*72+6*9+1]+tr2.z*kernelsL[l][2*72+6*9+2]+
ml2.z*kernelsL[l][2*72+6*9+3]+mc2.z*kernelsL[l][2*72+6*9+4]+mr2.z*kernelsL[l][2*72+6*9+5]+
bl2.z*kernelsL[l][2*72+6*9+6]+bc2.z*kernelsL[l][2*72+6*9+7]+br2.z*kernelsL[l][2*72+6*9+8]+
tl2.w*kernelsL[l][2*72+7*9+0]+tc2.w*kernelsL[l][2*72+7*9+1]+tr2.w*kernelsL[l][2*72+7*9+2]+
ml2.w*kernelsL[l][2*72+7*9+3]+mc2.w*kernelsL[l][2*72+7*9+4]+mr2.w*kernelsL[l][2*72+7*9+5]+
bl2.w*kernelsL[l][2*72+7*9+6]+bc2.w*kernelsL[l][2*72+7*9+7]+br2.w*kernelsL[l][2*72+7*9+8]+biasL[l][2]
,tl1.x*kernelsL[l][3*72+0*9+0]+tc1.x*kernelsL[l][3*72+0*9+1]+tr1.x*kernelsL[l][3*72+0*9+2]+
ml1.x*kernelsL[l][3*72+0*9+3]+mc1.x*kernelsL[l][3*72+0*9+4]+mr1.x*kernelsL[l][3*72+0*9+5]+
bl1.x*kernelsL[l][3*72+0*9+6]+bc1.x*kernelsL[l][3*72+0*9+7]+br1.x*kernelsL[l][3*72+0*9+8]+)"
R"(tl1.y*kernelsL[l][3*72+1*9+0]+tc1.y*kernelsL[l][3*72+1*9+1]+tr1.y*kernelsL[l][3*72+1*9+2]+
ml1.y*kernelsL[l][3*72+1*9+3]+mc1.y*kernelsL[l][3*72+1*9+4]+mr1.y*kernelsL[l][3*72+1*9+5]+
bl1.y*kernelsL[l][3*72+1*9+6]+bc1.y*kernelsL[l][3*72+1*9+7]+br1.y*kernelsL[l][3*72+1*9+8]+
tl1.z*kernelsL[l][3*72+2*9+0]+tc1.z*kernelsL[l][3*72+2*9+1]+tr1.z*kernelsL[l][3*72+2*9+2]+
ml1.z*kernelsL[l][3*72+2*9+3]+mc1.z*kernelsL[l][3*72+2*9+4]+mr1.z*kernelsL[l][3*72+2*9+5]+
bl1.z*kernelsL[l][3*72+2*9+6]+bc1.z*kernelsL[l][3*72+2*9+7]+br1.z*kernelsL[l][3*72+2*9+8]+
tl1.w*kernelsL[l][3*72+3*9+0]+tc1.w*kernelsL[l][3*72+3*9+1]+tr1.w*kernelsL[l][3*72+3*9+2]+
ml1.w*kernelsL[l][3*72+3*9+3]+mc1.w*kernelsL[l][3*72+3*9+4]+mr1.w*kernelsL[l][3*72+3*9+5]+
bl1.w*kernelsL[l][3*72+3*9+6]+bc1.w*kernelsL[l][3*72+3*9+7]+br1.w*kernelsL[l][3*72+3*9+8]+
tl2.x*kernelsL[l][3*72+4*9+0]+tc2.x*kernelsL[l][3*72+4*9+1]+tr2.x*kernelsL[l][3*72+4*9+2]+
ml2.x*kernelsL[l][3*72+4*9+3]+mc2.x*kernelsL[l][3*72+4*9+4]+mr2.x*kernelsL[l][3*72+4*9+5]+
bl2.x*kernelsL[l][3*72+4*9+6]+bc2.x*kernelsL[l][3*72+4*9+7]+br2.x*kernelsL[l][3*72+4*9+8]+
tl2.y*kernelsL[l][3*72+5*9+0]+tc2.y*kernelsL[l][3*72+5*9+1]+tr2.y*kernelsL[l][3*72+5*9+2]+
ml2.y*kernelsL[l][3*72+5*9+3]+mc2.y*kernelsL[l][3*72+5*9+4]+mr2.y*kernelsL[l][3*72+5*9+5]+
bl2.y*kernelsL[l][3*72+5*9+6]+bc2.y*kernelsL[l][3*72+5*9+7]+br2.y*kernelsL[l][3*72+5*9+8]+
tl2.z*kernelsL[l][3*72+6*9+0]+tc2.z*kernelsL[l][3*72+6*9+1]+tr2.z*kernelsL[l][3*72+6*9+2]+
ml2.z*kernelsL[l][3*72+6*9+3]+mc2.z*kernelsL[l][3*72+6*9+4]+mr2.z*kernelsL[l][3*72+6*9+5]+
bl2.z*kernelsL[l][3*72+6*9+6]+bc2.z*kernelsL[l][3*72+6*9+7]+br2.z*kernelsL[l][3*72+6*9+8]+
tl2.w*kernelsL[l][3*72+7*9+0]+tc2.w*kernelsL[l][3*72+7*9+1]+tr2.w*kernelsL[l][3*72+7*9+2]+
ml2.w*kernelsL[l][3*72+7*9+3]+mc2.w*kernelsL[l][3*72+7*9+4]+mr2.w*kernelsL[l][3*72+7*9+5]+
bl2.w*kernelsL[l][3*72+7*9+6]+bc2.w*kernelsL[l][3*72+7*9+7]+br2.w*kernelsL[l][3*72+7*9+8]+biasL[l][3]));
float4 c5678=RELU((float4)(tl1.x*kernelsL[l][4*72+0*9+0]+tc1.x*kernelsL[l][4*72+0*9+1]+tr1.x*kernelsL[l][4*72+0*9+2]+
ml1.x*kernelsL[l][4*72+0*9+3]+mc1.x*kernelsL[l][4*72+0*9+4]+mr1.x*kernelsL[l][4*72+0*9+5]+
bl1.x*kernelsL[l][4*72+0*9+6]+bc1.x*kernelsL[l][4*72+0*9+7]+br1.x*kernelsL[l][4*72+0*9+8]+
tl1.y*kernelsL[l][4*72+1*9+0]+tc1.y*kernelsL[l][4*72+1*9+1]+tr1.y*kernelsL[l][4*72+1*9+2]+
ml1.y*kernelsL[l][4*72+1*9+3]+mc1.y*kernelsL[l][4*72+1*9+4]+mr1.y*kernelsL[l][4*72+1*9+5]+
bl1.y*kernelsL[l][4*72+1*9+6]+bc1.y*kernelsL[l][4*72+1*9+7]+br1.y*kernelsL[l][4*72+1*9+8]+
tl1.z*kernelsL[l][4*72+2*9+0]+tc1.z*kernelsL[l][4*72+2*9+1]+tr1.z*kernelsL[l][4*72+2*9+2]+
ml1.z*kernelsL[l][4*72+2*9+3]+mc1.z*kernelsL[l][4*72+2*9+4]+mr1.z*kernelsL[l][4*72+2*9+5]+
bl1.z*kernelsL[l][4*72+2*9+6]+bc1.z*kernelsL[l][4*72+2*9+7]+br1.z*kernelsL[l][4*72+2*9+8]+
tl1.w*kernelsL[l][4*72+3*9+0]+tc1.w*kernelsL[l][4*72+3*9+1]+tr1.w*kernelsL[l][4*72+3*9+2]+
ml1.w*kernelsL[l][4*72+3*9+3]+mc1.w*kernelsL[l][4*72+3*9+4]+mr1.w*kernelsL[l][4*72+3*9+5]+
bl1.w*kernelsL[l][4*72+3*9+6]+bc1.w*kernelsL[l][4*72+3*9+7]+br1.w*kernelsL[l][4*72+3*9+8]+
tl2.x*kernelsL[l][4*72+4*9+0]+tc2.x*kernelsL[l][4*72+4*9+1]+tr2.x*kernelsL[l][4*72+4*9+2]+
ml2.x*kernelsL[l][4*72+4*9+3]+mc2.x*kernelsL[l][4*72+4*9+4]+mr2.x*kernelsL[l][4*72+4*9+5]+
bl2.x*kernelsL[l][4*72+4*9+6]+bc2.x*kernelsL[l][4*72+4*9+7]+br2.x*kernelsL[l][4*72+4*9+8]+
tl2.y*kernelsL[l][4*72+5*9+0]+tc2.y*kernelsL[l][4*72+5*9+1]+tr2.y*kernelsL[l][4*72+5*9+2]+
ml2.y*kernelsL[l][4*72+5*9+3]+mc2.y*kernelsL[l][4*72+5*9+4]+mr2.y*kernelsL[l][4*72+5*9+5]+
bl2.y*kernelsL[l][4*72+5*9+6]+bc2.y*kernelsL[l][4*72+5*9+7]+br2.y*kernelsL[l][4*72+5*9+8]+
tl2.z*kernelsL[l][4*72+6*9+0]+tc2.z*kernelsL[l][4*72+6*9+1]+tr2.z*kernelsL[l][4*72+6*9+2]+
ml2.z*kernelsL[l][4*72+6*9+3]+mc2.z*kernelsL[l][4*72+6*9+4]+mr2.z*kernelsL[l][4*72+6*9+5]+
bl2.z*kernelsL[l][4*72+6*9+6]+bc2.z*kernelsL[l][4*72+6*9+7]+br2.z*kernelsL[l][4*72+6*9+8]+
tl2.w*kernelsL[l][4*72+7*9+0]+tc2.w*kernelsL[l][4*72+7*9+1]+tr2.w*kernelsL[l][4*72+7*9+2]+
ml2.w*kernelsL[l][4*72+7*9+3]+mc2.w*kernelsL[l][4*72+7*9+4]+mr2.w*kernelsL[l][4*72+7*9+5]+
bl2.w*kernelsL[l][4*72+7*9+6]+bc2.w*kernelsL[l][4*72+7*9+7]+br2.w*kernelsL[l][4*72+7*9+8]+biasL[l][4]
,tl1.x*kernelsL[l][5*72+0*9+0]+tc1.x*kernelsL[l][5*72+0*9+1]+tr1.x*kernelsL[l][5*72+0*9+2]+
ml1.x*kernelsL[l][5*72+0*9+3]+mc1.x*kernelsL[l][5*72+0*9+4]+mr1.x*kernelsL[l][5*72+0*9+5]+
bl1.x*kernelsL[l][5*72+0*9+6]+bc1.x*kernelsL[l][5*72+0*9+7]+br1.x*kernelsL[l][5*72+0*9+8]+
tl1.y*kernelsL[l][5*72+1*9+0]+tc1.y*kernelsL[l][5*72+1*9+1]+tr1.y*kernelsL[l][5*72+1*9+2]+
ml1.y*kernelsL[l][5*72+1*9+3]+mc1.y*kernelsL[l][5*72+1*9+4]+mr1.y*kernelsL[l][5*72+1*9+5]+
bl1.y*kernelsL[l][5*72+1*9+6]+bc1.y*kernelsL[l][5*72+1*9+7]+br1.y*kernelsL[l][5*72+1*9+8]+
tl1.z*kernelsL[l][5*72+2*9+0]+tc1.z*kernelsL[l][5*72+2*9+1]+tr1.z*kernelsL[l][5*72+2*9+2]+
ml1.z*kernelsL[l][5*72+2*9+3]+mc1.z*kernelsL[l][5*72+2*9+4]+mr1.z*kernelsL[l][5*72+2*9+5]+
bl1.z*kernelsL[l][5*72+2*9+6]+bc1.z*kernelsL[l][5*72+2*9+7]+br1.z*kernelsL[l][5*72+2*9+8]+
tl1.w*kernelsL[l][5*72+3*9+0]+tc1.w*kernelsL[l][5*72+3*9+1]+tr1.w*kernelsL[l][5*72+3*9+2]+
ml1.w*kernelsL[l][5*72+3*9+3]+mc1.w*kernelsL[l][5*72+3*9+4]+mr1.w*kernelsL[l][5*72+3*9+5]+
bl1.w*kernelsL[l][5*72+3*9+6]+bc1.w*kernelsL[l][5*72+3*9+7]+br1.w*kernelsL[l][5*72+3*9+8]+
tl2.x*kernelsL[l][5*72+4*9+0]+tc2.x*kernelsL[l][5*72+4*9+1]+tr2.x*kernelsL[l][5*72+4*9+2]+
ml2.x*kernelsL[l][5*72+4*9+3]+mc2.x*kernelsL[l][5*72+4*9+4]+mr2.x*kernelsL[l][5*72+4*9+5]+
bl2.x*kernelsL[l][5*72+4*9+6]+bc2.x*kernelsL[l][5*72+4*9+7]+br2.x*kernelsL[l][5*72+4*9+8]+
tl2.y*kernelsL[l][5*72+5*9+0]+tc2.y*kernelsL[l][5*72+5*9+1]+tr2.y*kernelsL[l][5*72+5*9+2]+
ml2.y*kernelsL[l][5*72+5*9+3]+mc2.y*kernelsL[l][5*72+5*9+4]+mr2.y*kernelsL[l][5*72+5*9+5]+
bl2.y*kernelsL[l][5*72+5*9+6]+bc2.y*kernelsL[l][5*72+5*9+7]+br2.y*kernelsL[l][5*72+5*9+8]+
tl2.z*kernelsL[l][5*72+6*9+0]+tc2.z*kernelsL[l][5*72+6*9+1]+tr2.z*kernelsL[l][5*72+6*9+2]+
ml2.z*kernelsL[l][5*72+6*9+3]+mc2.z*kernelsL[l][5*72+6*9+4]+mr2.z*kernelsL[l][5*72+6*9+5]+
bl2.z*kernelsL[l][5*72+6*9+6]+bc2.z*kernelsL[l][5*72+6*9+7]+br2.z*kernelsL[l][5*72+6*9+8]+
tl2.w*kernelsL[l][5*72+7*9+0]+tc2.w*kernelsL[l][5*72+7*9+1]+tr2.w*kernelsL[l][5*72+7*9+2]+
ml2.w*kernelsL[l][5*72+7*9+3]+mc2.w*kernelsL[l][5*72+7*9+4]+mr2.w*kernelsL[l][5*72+7*9+5]+
bl2.w*kernelsL[l][5*72+7*9+6]+bc2.w*kernelsL[l][5*72+7*9+7]+br2.w*kernelsL[l][5*72+7*9+8]+biasL[l][5]
,tl1.x*kernelsL[l][6*72+0*9+0]+tc1.x*kernelsL[l][6*72+0*9+1]+tr1.x*kernelsL[l][6*72+0*9+2]+
ml1.x*kernelsL[l][6*72+0*9+3]+mc1.x*kernelsL[l][6*72+0*9+4]+mr1.x*kernelsL[l][6*72+0*9+5]+
bl1.x*kernelsL[l][6*72+0*9+6]+bc1.x*kernelsL[l][6*72+0*9+7]+br1.x*kernelsL[l][6*72+0*9+8]+
tl1.y*kernelsL[l][6*72+1*9+0]+tc1.y*kernelsL[l][6*72+1*9+1]+tr1.y*kernelsL[l][6*72+1*9+2]+
ml1.y*kernelsL[l][6*72+1*9+3]+mc1.y*kernelsL[l][6*72+1*9+4]+mr1.y*kernelsL[l][6*72+1*9+5]+
bl1.y*kernelsL[l][6*72+1*9+6]+bc1.y*kernelsL[l][6*72+1*9+7]+br1.y*kernelsL[l][6*72+1*9+8]+
tl1.z*kernelsL[l][6*72+2*9+0]+tc1.z*kernelsL[l][6*72+2*9+1]+tr1.z*kernelsL[l][6*72+2*9+2]+
ml1.z*kernelsL[l][6*72+2*9+3]+mc1.z*kernelsL[l][6*72+2*9+4]+mr1.z*kernelsL[l][6*72+2*9+5]+
bl1.z*kernelsL[l][6*72+2*9+6]+bc1.z*kernelsL[l][6*72+2*9+7]+br1.z*kernelsL[l][6*72+2*9+8]+
tl1.w*kernelsL[l][6*72+3*9+0]+tc1.w*kernelsL[l][6*72+3*9+1]+tr1.w*kernelsL[l][6*72+3*9+2]+
ml1.w*kernelsL[l][6*72+3*9+3]+mc1.w*kernelsL[l][6*72+3*9+4]+mr1.w*kernelsL[l][6*72+3*9+5]+
bl1.w*kernelsL[l][6*72+3*9+6]+bc1.w*kernelsL[l][6*72+3*9+7]+br1.w*kernelsL[l][6*72+3*9+8]+
tl2.x*kernelsL[l][6*72+4*9+0]+tc2.x*kernelsL[l][6*72+4*9+1]+tr2.x*kernelsL[l][6*72+4*9+2]+
ml2.x*kernelsL[l][6*72+4*9+3]+mc2.x*kernelsL[l][6*72+4*9+4]+mr2.x*kernelsL[l][6*72+4*9+5]+
bl2.x*kernelsL[l][6*72+4*9+6]+bc2.x*kernelsL[l][6*72+4*9+7]+br2.x*kernelsL[l][6*72+4*9+8]+
tl2.y*kernelsL[l][6*72+5*9+0]+tc2.y*kernelsL[l][6*72+5*9+1]+tr2.y*kernelsL[l][6*72+5*9+2]+
ml2.y*kernelsL[l][6*72+5*9+3]+mc2.y*kernelsL[l][6*72+5*9+4]+mr2.y*kernelsL[l][6*72+5*9+5]+
bl2.y*kernelsL[l][6*72+5*9+6]+bc2.y*kernelsL[l][6*72+5*9+7]+br2.y*kernelsL[l][6*72+5*9+8]+
)"
R"(tl2.z*kernelsL[l][6*72+6*9+0]+tc2.z*kernelsL[l][6*72+6*9+1]+tr2.z*kernelsL[l][6*72+6*9+2]+
ml2.z*kernelsL[l][6*72+6*9+3]+mc2.z*kernelsL[l][6*72+6*9+4]+mr2.z*kernelsL[l][6*72+6*9+5]+
bl2.z*kernelsL[l][6*72+6*9+6]+bc2.z*kernelsL[l][6*72+6*9+7]+br2.z*kernelsL[l][6*72+6*9+8]+
tl2.w*kernelsL[l][6*72+7*9+0]+tc2.w*kernelsL[l][6*72+7*9+1]+tr2.w*kernelsL[l][6*72+7*9+2]+
ml2.w*kernelsL[l][6*72+7*9+3]+mc2.w*kernelsL[l][6*72+7*9+4]+mr2.w*kernelsL[l][6*72+7*9+5]+
bl2.w*kernelsL[l][6*72+7*9+6]+bc2.w*kernelsL[l][6*72+7*9+7]+br2.w*kernelsL[l][6*72+7*9+8]+biasL[l][6]
,tl1.x*kernelsL[l][7*72+0*9+0]+tc1.x*kernelsL[l][7*72+0*9+1]+tr1.x*kernelsL[l][7*72+0*9+2]+
ml1.x*kernelsL[l][7*72+0*9+3]+mc1.x*kernelsL[l][7*72+0*9+4]+mr1.x*kernelsL[l][7*72+0*9+5]+
bl1.x*kernelsL[l][7*72+0*9+6]+bc1.x*kernelsL[l][7*72+0*9+7]+br1.x*kernelsL[l][7*72+0*9+8]+
tl1.y*kernelsL[l][7*72+1*9+0]+tc1.y*kernelsL[l][7*72+1*9+1]+tr1.y*kernelsL[l][7*72+1*9+2]+
ml1.y*kernelsL[l][7*72+1*9+3]+mc1.y*kernelsL[l][7*72+1*9+4]+mr1.y*kernelsL[l][7*72+1*9+5]+
bl1.y*kernelsL[l][7*72+1*9+6]+bc1.y*kernelsL[l][7*72+1*9+7]+br1.y*kernelsL[l][7*72+1*9+8]+
tl1.z*kernelsL[l][7*72+2*9+0]+tc1.z*kernelsL[l][7*72+2*9+1]+tr1.z*kernelsL[l][7*72+2*9+2]+
ml1.z*kernelsL[l][7*72+2*9+3]+mc1.z*kernelsL[l][7*72+2*9+4]+mr1.z*kernelsL[l][7*72+2*9+5]+
bl1.z*kernelsL[l][7*72+2*9+6]+bc1.z*kernelsL[l][7*72+2*9+7]+br1.z*kernelsL[l][7*72+2*9+8]+
tl1.w*kernelsL[l][7*72+3*9+0]+tc1.w*kernelsL[l][7*72+3*9+1]+tr1.w*kernelsL[l][7*72+3*9+2]+
ml1.w*kernelsL[l][7*72+3*9+3]+mc1.w*kernelsL[l][7*72+3*9+4]+mr1.w*kernelsL[l][7*72+3*9+5]+
bl1.w*kernelsL[l][7*72+3*9+6]+bc1.w*kernelsL[l][7*72+3*9+7]+br1.w*kernelsL[l][7*72+3*9+8]+
tl2.x*kernelsL[l][7*72+4*9+0]+tc2.x*kernelsL[l][7*72+4*9+1]+tr2.x*kernelsL[l][7*72+4*9+2]+
ml2.x*kernelsL[l][7*72+4*9+3]+mc2.x*kernelsL[l][7*72+4*9+4]+mr2.x*kernelsL[l][7*72+4*9+5]+
bl2.x*kernelsL[l][7*72+4*9+6]+bc2.x*kernelsL[l][7*72+4*9+7]+br2.x*kernelsL[l][7*72+4*9+8]+
tl2.y*kernelsL[l][7*72+5*9+0]+tc2.y*kernelsL[l][7*72+5*9+1]+tr2.y*kernelsL[l][7*72+5*9+2]+
ml2.y*kernelsL[l][7*72+5*9+3]+mc2.y*kernelsL[l][7*72+5*9+4]+mr2.y*kernelsL[l][7*72+5*9+5]+
bl2.y*kernelsL[l][7*72+5*9+6]+bc2.y*kernelsL[l][7*72+5*9+7]+br2.y*kernelsL[l][7*72+5*9+8]+
tl2.z*kernelsL[l][7*72+6*9+0]+tc2.z*kernelsL[l][7*72+6*9+1]+tr2.z*kernelsL[l][7*72+6*9+2]+
ml2.z*kernelsL[l][7*72+6*9+3]+mc2.z*kernelsL[l][7*72+6*9+4]+mr2.z*kernelsL[l][7*72+6*9+5]+
bl2.z*kernelsL[l][7*72+6*9+6]+bc2.z*kernelsL[l][7*72+6*9+7]+br2.z*kernelsL[l][7*72+6*9+8]+
tl2.w*kernelsL[l][7*72+7*9+0]+tc2.w*kernelsL[l][7*72+7*9+1]+tr2.w*kernelsL[l][7*72+7*9+2]+
ml2.w*kernelsL[l][7*72+7*9+3]+mc2.w*kernelsL[l][7*72+7*9+4]+mr2.w*kernelsL[l][7*72+7*9+5]+
bl2.w*kernelsL[l][7*72+7*9+6]+bc2.w*kernelsL[l][7*72+7*9+7]+br2.w*kernelsL[l][7*72+7*9+8]+biasL[l][7]));
write_imagef(tmpImgOut,coord1,c1234);
write_imagef(tmpImgOut,coord2,c5678);}
__kernel void convTranspose8To1(__read_only image2d_array_t tmpImgIn,__write_only image2d_t dstImg){const int x=get_global_id(0),y=get_global_id(1);
if(x>=get_image_width(dstImg)||y>=get_image_height(dstImg)) return;
int2 coord=(int2)(x,y);
int2 orgCoord=coord/2;
int2 pos=coord&1;
int index=pos.y*2+pos.x;
float4 mc1=read_imagef(tmpImgIn,samplerN,(int4)(orgCoord,0,0));
float4 mc2=read_imagef(tmpImgIn,samplerN,(int4)(orgCoord,1,0));
float c=clamp(mc1.x*kernelsL10[0+index]+
mc1.y*kernelsL10[4+index]+
mc1.z*kernelsL10[8+index]+
mc1.w*kernelsL10[12+index]+
mc2.x*kernelsL10[16+index]+
mc2.y*kernelsL10[20+index]+
mc2.z*kernelsL10[24+index]+
mc2.w*kernelsL10[28+index],0.0f,1.0f);
write_imagef(dstImg,coord,(float4)(c,0.0f,0.0f,1.0f));})";

    static const std::string ACNetKernelSourceString[] =
    {
        R"(#define RELU(x) fmax(x,0.0f)
__constant sampler_t samplerN=CLK_NORMALIZED_COORDS_FALSE|CLK_ADDRESS_CLAMP_TO_EDGE|CLK_FILTER_NEAREST;
__constant float kernelsL1[9*8]={0.0609f,0.1027f,-0.0447f,-0.1423f,0.7196f,0.1803f,
0.0842f,0.0696f,0.0082f,0.0089f,0.1540f,-0.8589f,
0.0448f,0.8659f,-0.2420f,-0.0364f,0.0585f,0.0125f,
-0.1937f,0.7259f,0.0119f,-0.8266f,0.4147f,0.0088f,
-0.0453f,-0.0451f,-0.0182f,0.0264f,-0.9422f,0.1258f,
-0.0543f,0.1282f,0.7102f,-0.0106f,0.0386f,-0.0141f,
0.2054f,-0.0393f,0.1494f,0.3106f,0.5722f,0.2640f,
0.1708f,-0.1640f,-0.0212f,0.0558f,-0.2887f,-0.1666f,
0.3123f,-0.3097f,-0.2281f,0.2880f,0.3001f,0.0526f,
-0.0320f,0.0584f,-0.0193f,-0.0135f,1.0649f,-0.1246f,
0.0283f,-0.3030f,-0.6378f,-0.0040f,-0.9122f,0.0181f,
0.0365f,0.8947f,-0.0420f,-0.0199f,0.0217f,0.0060f};
__constant float biasL1[8]={-0.7577f,-0.0210f,0.0292f,-0.0189f,0.0223f,0.0340f,0.0150f,-0.0044f};)"
R"(__constant float kernelsL[8][9*8*8]={{2.0611e-01f,6.6865e-02f,-9.9123e-02f,8.5279e-02f,-4.5549e-02f,-2.9491e-02f,
-1.0358e-01f,-2.4844e-02f,-8.1539e-03f,-1.1308e-01f,-6.4228e-02f,-8.8081e-02f,
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1.4371e-02f,-1.1289e-01f,-3.8829e-02f,5.1689e-03f,1.5804e-02f,1.6125e-03f,
-3.4601e-03f,-7.2087e-03f,-5.5514e-04f,4.4568e-02f,1.3621e-01f,-4.3811e-02f,
1.1350e-02f,-2.8417e-01f,3.1553e-02f,-7.8854e-02f,-2.0316e-01f,7.7746e-03f,
-1.1437e-02f,2.1557e-01f,-1.9479e-02f,-1.3511e-02f,-2.0339e-02f,-1.0276e-02f,
-8.8977e-41f,5.9533e-40f,-3.1413e-40f,-3.1892e-40f,5.5204e-40f,-5.0634e-40f,
-2.4932e-41f,4.3474e-41f,6.2961e-40f,4.7864e-03f,5.7125e-02f,-1.5468e-02f,
-3.9614e-03f,-2.9042e-02f,2.8347e-01f,-1.0133e-02f,8.2745e-02f,-1.0450e-01f,
5.9537e-03f,1.4050e-02f,1.9802e-04f,2.4964e-02f,1.3077e-01f,-4.7314e-02f,
6.2744e-03f,-1.9068e-01f,5.2593e-02f,-2.0550e-40f,-2.4231e-40f,3.3927e-40f,
-3.9609e-41f,2.2262e-40f,1.8866e-40f,2.0788e-40f,-1.8012e-40f,-1.9375e-40f,
-4.7530e-03f,-1.2315e-01f,8.2373e-03f,-9.2412e-02f,1.7156e-01f,1.1176e-02f,
-1.4081e-02f,1.4694e-02f,-1.9475e-02f,-1.5269e-02f,-3.8430e-02f,-7.4717e-02f,
3.3361e-02f,-1.1956e-01f,4.2304e-01f,-2.9924e-03f,-3.3035e-02f,-3.6560e-02f,
-1.2386e-02f,6.3762e-03f,-3.7047e-02f,1.3839e-02f,-3.6358e-02f,4.3609e-02f,
-8.3692e-03f,4.5794e-01f,-3.0761e-01f,2.2287e-02f,2.5360e-02f,-6.1253e-03f,
-1.8992e-02f,-4.0078e-01f,7.3821e-02f,5.6517e-03f,4.2348e-02f,-2.5642e-02f,
5.5659e-40f,-6.1219e-40f,4.1493e-40f,5.7719e-42f,-3.7181e-40f,-3.3260e-40f,
-4.8241e-41f,5.2207e-40f,-1.2199e-40f,-1.2074e-02f,1.7647e-01f,1.1882e-02f,
6.4764e-03f,-2.3742e-01f,-1.8033e-01f,2.5866e-02f,6.5985e-02f,3.7191e-02f,
5.1047e-02f,-3.0457e-02f,1.2531e-02f,-1.3252e-01f,1.2593e-01f,-6.3717e-02f,
4.0794e-02f,-1.4786e-02f,1.7139e-02f,2.4343e-40f,-1.7451e-40f,2.0169e-40f,
-5.5166e-40f,2.4201e-40f,-2.5701e-40f,2.9947e-40f,2.9321e-40f,-1.6015e-40f,
-3.6598e-02f,-1.8520e-03f,-1.6999e-01f,-8.6806e-02f,-7.7266e-02f,-9.6042e-02f,
-2.1342e-02f,2.5793e-02f,-7.2541e-03f,3.0667e-02f,-2.6287e-01f,3.0592e-02f,
-4.5559e-02f,-1.4716e-01f,2.0932e-01f,-5.8472e-03f,-1.0023e-02f,1.2134e-02f,
-1.3284e-02f,2.0538e-02f,-5.4476e-04f,5.8096e-02f,-1.4790e-02f,-2.0158e-02f,
-3.9654e-02f,-2.2069e-01f,-1.5089e-01f,-1.8966e-01f,-1.6834e-01f,9.8934e-02f,
8.2326e-02f,7.5585e-02f,-1.7188e-02f,-1.4985e-02f,2.1823e-02f,-7.7015e-03f,
1.8353e-40f,4.8298e-40f,-2.0568e-40f,-3.7196e-40f,-5.7237e-40f,1.0648e-40f,
9.4960e-41f,3.0411e-40f,1.3294e-40f,-1.4884e-02f,4.9767e-02f,-3.0288e-02f,
8.9874e-03f,-1.0290e-01f,3.1344e-01f,5.9735e-03f,-2.0813e-01f,-6.6145e-03f,
1.6592e-02f,3.0529e-05f,-1.0180e-02f,-4.8683e-02f,1.4025e-01f,2.9237e-02f,
-2.3334e-02f,-9.6638e-02f,-1.0268e-02f,-4.9497e-41f,-5.6377e-40f,-2.0142e-40f,
2.1230e-40f,1.6067e-40f,3.4830e-40f,-4.9031e-40f,-3.0290e-40f,-2.9060e-40f,
3.4053e-02f,-8.9560e-02f,-4.4479e-02f,4.2128e-02f,6.9253e-02f,-7.1096e-03f,
4.2358e-02f,-1.7215e-02f,9.0389e-03f,1.8129e-02f,-1.4785e-01f,1.1267e-01f,
-7.1637e-02f,5.5595e-01f,-1.0569e-02f,1.8481e-02f,-4.7556e-02f,-1.1185e-02f,
-1.1766e-02f,-8.5959e-03f,-3.0046e-02f,-2.1081e-03f,1.1518e-01f,-8.4419e-02f,
-7.5829e-02f,1.8199e-01f,-9.7726e-03f,3.6473e-02f,1.8761e-01f,4.9495e-03f,
-6.9640e-02f,-2.8775e-01f,3.6149e-02f,9.6345e-04f,1.3967e-02f,-6.0015e-03f,
2.9861e-40f,3.9190e-40f,5.3741e-40f,3.8059e-40f,4.7113e-40f,5.9498e-40f,
-5.0640e-40f,-4.1610e-40f,6.2009e-40f,-2.3464e-03f,-7.3888e-02f,3.4701e-02f,
-5.2257e-04f,3.8444e-02f,-5.3735e-01f,-1.7970e-03f,9.0298e-02f,5.3151e-02f,
-2.6033e-02f,1.2973e-02f,4.9147e-03f,2.3005e-02f,1.7045e-01f,2.4715e-02f,
2.7981e-02f,-8.4662e-02f,-9.4778e-03f,5.3019e-40f,-2.1800e-40f,1.5281e-40f,
-1.0282e-40f,1.8040e-41f,1.3929e-40f,-5.9679e-40f,-5.2958e-40f,1.4429e-40f,
3.4325e-02f,-1.7240e-01f,-4.9645e-02f,-2.4341e-02f,5.2652e-02f,-1.1188e-02f,
-3.6336e-03f,4.2148e-04f,3.3086e-03f,5.5059e-03f,1.7744e-01f,-2.8681e-02f,
-3.4868e-03f,-1.4569e-01f,1.6508e-02f,4.6766e-03f,-1.7963e-02f,-2.6397e-03f,
4.3618e-03f,-4.2793e-03f,-4.7820e-04f,-4.2795e-02f,2.0070e-01f,3.8402e-02f,
5.0586e-02f,2.1910e-01f,-3.4381e-02f,5.7625e-02f,4.2314e-01f,-1.9732e-02f,
3.4811e-02f,-2.3033e-01f,1.1477e-02f,-7.3744e-03f,1.9112e-02f,4.2251e-03f}};)"
R"(__constant float biasL[8][8]={{0.0272f,-0.5743f,-0.0333f,-0.0334f,0.0082f,-0.0263f,-0.0048f,-0.0167f}
,{-0.0239f,-0.0385f,0.0026f,0.0288f,-0.0225f,0.0082f,-0.0191f,-0.0185f}
,{-5.8305e-03f,-8.6574e-02f,4.2228e-02f,-4.3500e-02f,-8.1892e-04f,3.3171e-03f,-1.1582e-02f,-4.1205e-40f}
,{-0.0053f,0.0053f,-0.0114f,-0.0127f,-0.0039f,-0.0426f,0.0053f,-0.0017f}
,{-0.0046f,-0.0104f,-0.0087f,-0.0040f,0.1077f,0.0347f,-0.0165f,0.7296f}
,{8.7612e-02f,5.9126e-01f,4.6709e-03f,-1.1559e-39f,2.3381e-02f,-1.2136e-40f,-5.6040e-39f,3.7100e-02f}
,{-3.3246e-39f,-1.4536e-02f,-6.3362e-02f,8.5347e-41f,7.9956e-02f,3.0679e-04f,-1.0257e-02f,-1.2037e-02f}
,{-0.0006f,0.0117f,0.0083f,0.0686f,-0.0046f,0.0015f,-0.0076f,0.0079f}};
__constant float kernelsL10[4*8]={0.4908f,-0.0457f,-0.1716f,-0.2115f,
-0.0015f,-0.3152f,0.3045f,0.0330f,
-0.2981f,0.0912f,0.0122f,0.2281f,
0.3331f,0.2853f,0.2210f,0.2611f,
0.2364f,0.0792f,0.2885f,-0.7122f,
-0.3715f,0.1404f,-0.0260f,0.2144f,
0.2378f,0.1570f,-0.5734f,0.2077f,
-0.0851f,0.2771f,0.0415f,-0.1858f};)" + kernelFunction
,
R"(#define RELU(x) fmax(x,0.0f)
__constant sampler_t samplerN=CLK_NORMALIZED_COORDS_FALSE|CLK_ADDRESS_CLAMP_TO_EDGE|CLK_FILTER_NEAREST;
__constant float kernelsL1[9*8]={-6.6326e-02f,-2.2316e-01f,4.2471e-02f,1.7064e-02f,-6.8305e-01f,-1.5978e-01f,
6.7568e-01f,3.2212e-01f,8.3561e-02f,-4.6649e-01f,-6.8789e-02f,5.3455e-01f,
-5.0941e-01f,7.0657e-02f,4.5647e-01f,-2.3657e-02f,3.5302e-02f,-1.8316e-02f,
-2.0316e-01f,4.7021e-02f,-2.2313e-01f,5.3465e-02f,7.0750e-01f,9.1366e-02f,
-2.8566e-01f,-2.0521e-02f,-7.1786e-02f,4.8186e-02f,-9.3429e-02f,2.4493e-03f,
3.4654e-01f,7.2625e-02f,1.6615e-01f,3.2101e-01f,3.2923e-01f,-9.8548e-02f,
1.1916e-02f,2.0413e-01f,-1.8920e-02f,6.0858e-02f,8.3548e-01f,1.4060e-01f,
-9.1827e-01f,-2.4551e-01f,-4.6118e-02f,-5.2737e-02f,4.3151e-01f,1.7027e-01f,
2.6647e-01f,5.5240e-01f,3.4745e-03f,5.3495e-02f,-4.7059e-02f,-2.6593e-02f,
1.5691e-01f,4.7332e-01f,2.6651e-03f,1.7997e-02f,4.1367e-01f,1.3239e-02f,
4.6932e-02f,1.0278e-01f,1.0699e-02f,-3.4319e-02f,-7.6373e-01f,-9.7022e-02f,
-1.4160e-01f,2.9567e-01f,6.6220e-01f,7.3508e-05f,1.2683e-01f,-6.3442e-02f};
__constant float biasL1[8]={-0.0264f,-0.0229f,-0.3021f,-0.2579f,-0.0327f,-0.0053f,-0.7777f,0.0232f};)"
R"(__constant float kernelsL[8][9*8*8]={{-7.8588e-41f,-5.0770e-40f,-2.3334e-40f,5.7174e-40f,6.9060e-41f,2.2264e-40f,
-4.1631e-40f,4.5667e-40f,-1.8115e-40f,-3.1000e-40f,3.1019e-40f,5.5423e-40f,
-5.8518e-40f,2.1290e-40f,-5.4579e-40f,-3.7753e-40f,3.6029e-40f,-1.7875e-40f,
4.2296e-40f,6.5672e-41f,1.4976e-40f,-3.1479e-40f,-3.2881e-40f,-5.9818e-40f,
3.2053e-40f,3.0821e-40f,5.1321e-40f,-2.6557e-17f,-3.8205e-17f,-3.7077e-17f,
-2.5168e-17f,-3.4817e-17f,-3.4186e-17f,-1.8056e-17f,-2.3105e-17f,-2.2581e-17f,
5.9355e-40f,2.4052e-40f,-1.0027e-40f,2.2060e-40f,3.4864e-40f,-5.7403e-40f,
4.6936e-40f,-3.3951e-40f,-4.7715e-40f,-9.7917e-11f,-1.0331e-10f,-9.6141e-11f,
-1.0581e-10f,-1.1173e-10f,-1.0317e-10f,-1.0192e-10f,-1.0681e-10f,-9.8738e-11f,
-1.0402e-29f,-2.3233e-29f,-1.7882e-29f,-1.4804e-29f,-3.7821e-29f,-3.0750e-29f,
-1.0448e-29f,-2.6740e-29f,-2.1676e-29f,4.2124e-40f,2.5024e-40f,4.5312e-40f,
-2.4880e-40f,2.9838e-41f,-2.7215e-41f,-2.6347e-40f,1.5950e-40f,9.3734e-41f,
-1.4936e-01f,-1.0438e-01f,2.9827e-02f,1.4751e-02f,-1.6854e-01f,-8.8101e-02f,
4.9228e-02f,-3.0744e-02f,-1.1512e-01f,-3.4996e-02f,-2.5024e-02f,-1.8880e-02f,
3.0008e-02f,4.8689e-02f,-1.3415e-01f,-9.1698e-03f,-1.1019e-02f,-5.0655e-02f,
-6.6579e-02f,-2.6447e-02f,1.9791e-02f,-4.1727e-02f,3.6433e-02f,3.1516e-02f,
-5.7619e-02f,2.3401e-02f,3.0785e-02f,-3.3610e-02f,1.2263e-01f,2.4351e-02f,
1.7148e-02f,1.7144e-01f,4.0305e-02f,8.7902e-03f,-7.0077e-02f,-1.0688e-01f,
4.7460e-02f,-1.4093e-03f,-1.5911e-02f,-2.2978e-02f,9.9025e-02f,1.2867e-02f,
3.4704e-02f,1.4672e-01f,7.9188e-02f,-4.4222e-02f,-3.9480e-02f,-1.9193e-01f,
-3.1897e-02f,1.0776e-01f,-5.2742e-02f,8.0377e-02f,2.5764e-01f,-9.7330e-02f,
-1.1593e-01f,-5.3753e-02f,-2.8918e-02f,6.7939e-02f,2.3963e-01f,2.0856e-01f,
2.7964e-02f,2.7781e-01f,2.1859e-01f,-1.5196e-02f,9.6704e-03f,-8.0136e-02f,
8.9441e-02f,1.0314e-01f,-2.0204e-02f,-3.3970e-02f,-1.4562e-02f,3.4723e-02f,
2.3357e-40f,-1.4361e-40f,2.0498e-40f,-5.2355e-40f,-6.0151e-40f,-2.9264e-40f,
1.9715e-41f,5.9793e-41f,-1.3675e-40f,5.3771e-40f,6.5637e-41f,-3.8471e-40f,
-3.0820e-40f,-1.7004e-40f,-1.9371e-40f,-5.1159e-40f,7.3244e-41f,3.5861e-41f,
2.8441e-40f,4.5248e-41f,1.9771e-40f,-2.4681e-40f,3.6054e-40f,3.3496e-40f,
-6.5048e-42f,-1.6001e-40f,4.8243e-41f,-1.0165e-08f,-9.9140e-09f,-9.6054e-09f,
-1.0511e-08f,-1.0256e-08f,-9.9066e-09f,-1.0521e-08f,-1.0320e-08f,-9.9896e-09f,
2.6042e-40f,4.2016e-40f,5.3537e-40f,1.4594e-40f,1.1344e-40f,3.5144e-40f,
-2.5736e-37f,-1.3591e-39f,2.1029e-40f,-3.1420e-07f,-3.0309e-07f,-2.9630e-07f,
-3.1196e-07f,-2.9967e-07f,-2.9249e-07f,-3.1296e-07f,-3.0086e-07f,-2.9332e-07f,
-6.1256e-12f,-5.9283e-12f,-5.6508e-12f,-6.5297e-12f,-6.4118e-12f,-6.0667e-12f,
-6.8382e-12f,-6.8547e-12f,-6.5225e-12f,-5.0327e-26f,-1.0795e-25f,-1.8952e-25f,
-2.4220e-26f,-5.9067e-26f,-1.1323e-25f,-2.1499e-27f,-5.5342e-27f,-1.0333e-26f,
4.5039e-03f,-1.3303e-02f,1.6183e-01f,6.5951e-02f,-7.1353e-02f,1.7254e-01f,
-1.8671e-03f,1.0593e-01f,-3.6872e-02f,4.9102e-02f,-2.4075e-03f,4.8194e-02f,
-7.0892e-02f,-1.8948e-01f,-1.6586e-01f,-2.8102e-02f,2.0870e-02f,5.9228e-02f,
1.2673e-02f,3.3908e-02f,4.8282e-02f,4.4369e-02f,5.6304e-02f,1.2225e-02f,
4.1855e-02f,1.1990e-01f,6.3799e-02f,-7.3884e-02f,1.4153e-02f,9.5825e-02f,
4.2850e-02f,-3.5337e-02f,1.3615e-01f,-2.0900e-01f,-2.2835e-02f,-8.6987e-02f,
-6.7793e-02f,1.3547e-01f,-9.9666e-02f,3.5498e-02f,5.3725e-02f,1.1501e-01f,
-1.2238e-01f,3.5354e-02f,7.4216e-02f,-3.5288e-02f,7.0111e-03f,2.4820e-02f,
-1.0649e-02f,1.6715e-01f,1.2825e-01f,3.1145e-02f,1.2097e-01f,-1.2073e-02f,
-7.0603e-02f,5.5574e-02f,-5.0025e-02f,-8.2885e-02f,1.0957e-01f,1.3311e-01f,
2.9147e-02f,-1.1849e-02f,8.9953e-02f,-3.2247e-02f,-1.0747e-02f,9.1431e-03f,
1.2114e-01f,-5.9780e-02f,5.4821e-02f,-5.2592e-02f,-6.9082e-02f,-7.5981e-02f,
-7.8533e-02f,1.3658e-01f,1.0923e-01f,-3.2530e-02f,-2.1342e-01f,-1.2200e-01f,
-1.9196e-02f,1.0450e-01f,-8.9044e-02f,-2.0110e-02f,6.1439e-02f,-2.7405e-02f,
6.0823e-02f,-6.4268e-03f,-9.1778e-03f,6.4877e-02f,-6.1227e-02f,-5.4466e-02f,
9.6375e-02f,1.7519e-01f,5.0725e-03f,1.9159e-01f,3.9725e-01f,1.2851e-01f,
-6.9197e-02f,4.9372e-02f,-3.4221e-02f,1.1583e-01f,1.3389e-01f,2.9135e-01f,
1.0290e-02f,1.1214e-01f,1.7560e-01f,-1.8048e-02f,8.4782e-02f,4.9925e-02f,
-3.8447e-02f,-1.3156e-01f,-1.1072e-01f,1.8256e-01f,2.2831e-01f,-1.6508e-01f,
4.6781e-02f,1.4913e-01f,-8.6956e-02f,5.1365e-04f,6.7873e-02f,-3.4787e-03f,
1.7689e-01f,1.8414e-01f,2.2286e-01f,1.2571e-01f,1.7687e-01f,1.5949e-01f,
5.9904e-02f,1.6259e-01f,1.4313e-01f,2.2234e-01f,4.0943e-01f,3.1469e-01f,
1.9799e-01f,4.3052e-01f,3.0510e-01f,1.2259e-01f,-1.0778e-02f,6.2284e-03f,
1.4508e-02f,-6.9073e-02f,5.0998e-02f,5.2962e-02f,-1.5291e-01f,-1.0491e-02f,
-8.6903e-02f,-1.0430e-01f,3.0130e-02f,4.1691e-02f,-1.2675e-01f,-5.5169e-01f,
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,{-2.1525e-14f,-1.4130e-02f,-1.9410e-02f,-1.8703e-02f,-2.9177e-02f,-4.0635e-02f,7.8097e-02f,-1.1643e-01f}
,{-2.6309e-02f,-2.2238e-02f,6.8700e-03f,-1.7973e-02f,-1.0893e-02f,-1.1888e-02f,-4.9598e-03f,-6.3663e-06f}
,{-1.2406e-03f,-2.4901e-12f,-9.7265e-07f,6.3490e-03f,1.3495e-01f,-3.8411e-03f,-6.6630e-03f,-7.3614e-03f}
,{-2.7729e-03f,-4.8174e-03f,-6.3012e-03f,2.0491e-01f,-2.0110e-03f,-3.0974e-03f,5.1407e-01f,-3.5016e-08f}
,{0.0324f,0.0140f,0.6750f,0.2661f,0.3646f,0.3591f,0.5597f,0.0816f}};
__constant float kernelsL10[4*8]={0.0882f,0.0422f,0.3775f,0.4754f,
-0.3209f,-0.4870f,-0.0384f,0.0530f,
0.1034f,0.0173f,0.5011f,0.3900f,
0.3621f,-0.1645f,-0.1304f,0.0013f,
0.2230f,0.3026f,0.1618f,-0.4514f,
-0.2097f,0.1894f,-0.0326f,0.1434f,
0.2421f,0.3363f,-0.0938f,0.3156f,
0.1137f,-0.2165f,0.2273f,-0.1284f};)" + kernelFunction
,
R"(#define RELU(x) fmax(x,0.0f)
__constant sampler_t samplerN=CLK_NORMALIZED_COORDS_FALSE|CLK_ADDRESS_CLAMP_TO_EDGE|CLK_FILTER_NEAREST;
__constant float kernelsL1[9*8]={-2.0676e-02f,6.7641e-03f,2.8287e-01f,2.5576e-01f,1.9765e-01f,-2.4700e-01f,
3.5056e-01f,2.9306e-01f,-2.2245e-01f,8.4706e-02f,-2.9455e-01f,-5.5831e-02f,
-8.4635e-02f,-9.6835e-02f,3.1208e-01f,1.7690e-01f,2.7624e-02f,5.1954e-02f,
-5.3869e-01f,7.2934e-02f,-1.7662e-03f,-3.1402e-02f,3.1700e-01f,1.4965e-01f,
3.8569e-02f,5.5025e-03f,-6.6555e-03f,-4.2049e-38f,-4.1971e-38f,-4.1488e-38f,
-4.2855e-38f,-4.2871e-38f,-4.2363e-38f,-4.1861e-38f,-4.1974e-38f,-4.1677e-38f,
1.8451e-01f,-5.4584e-02f,1.4494e-01f,1.3433e-01f,1.0073e-01f,2.6371e-01f,
6.1261e-02f,2.2116e-01f,2.0074e-01f,5.9669e-02f,-3.9168e-02f,2.1674e-01f,
-2.9132e-01f,3.0285e-03f,1.2625e-01f,-4.3415e-02f,1.8663e-01f,-1.6554e-01f,
1.0102e-01f,6.3466e-02f,1.5225e-01f,2.1692e-01f,1.9860e-01f,-7.0456e-02f,
-1.6406e-03f,-2.7834e-01f,-3.5449e-01f,-3.0140e-01f,-4.2348e-01f,-5.8263e-01f,
2.3140e-01f,-2.6843e-01f,-1.1069e-01f,-9.1484e-02f,1.1486e-02f,5.6396e-02f};
__constant float biasL1[8]={-9.0964e-02f,2.1136e-01f,-1.2011e-02f,-4.5657e-38f,-1.4443e-01f,1.8968e-01f,-2.9027e-02f,1.6199e-01f};)"
R"(__constant float kernelsL[8][9*8*8]={{4.4561e-02f,4.3527e-01f,-8.9737e-02f,-4.9011e-03f,1.4879e-01f,-8.2210e-02f,
-1.7593e-02f,4.9294e-02f,1.8058e-01f,-3.3827e-02f,-7.9055e-02f,2.6982e-01f,
-5.2485e-02f,-4.2046e-01f,-5.6838e-02f,1.0919e-01f,-7.3141e-02f,9.4797e-02f,
6.2764e-02f,2.5475e-01f,1.3705e-01f,2.0997e-01f,7.3360e-01f,2.0801e-01f,
-1.1500e-01f,3.1245e-01f,6.7457e-01f,-5.1481e-39f,-5.1520e-39f,-4.9367e-39f,
-5.1383e-39f,-5.1642e-39f,-4.9479e-39f,-5.1323e-39f,-5.1859e-39f,-4.9547e-39f,
1.3849e-01f,1.1564e-01f,-1.8175e-01f,-5.5355e-03f,-1.5117e-01f,-2.4654e-01f,
8.1590e-03f,-1.1681e-01f,3.4700e-05f,-2.5950e-01f,-1.4182e-01f,3.1814e-01f,
1.7662e-01f,1.8420e-01f,-1.5181e-01f,7.6233e-02f,-7.8372e-02f,-3.1968e-01f,
-4.5770e-01f,4.1562e-02f,1.3721e-01f,-5.8444e-02f,3.3148e-02f,-2.3370e-01f,
1.5374e-01f,-1.1162e-01f,-7.4099e-03f,-1.5716e-01f,-1.8356e-01f,2.1114e-02f,
-3.2233e-01f,2.1064e-02f,2.7019e-01f,-1.3702e-01f,2.6969e-01f,2.1033e-01f,
8.9027e-02f,-7.9969e-02f,1.0096e-01f,6.6773e-02f,3.9558e-02f,-7.4944e-02f,
-5.9789e-02f,1.2265e-01f,3.3873e-02f,-9.7157e-03f,9.2906e-02f,6.0300e-02f,
-2.2104e-03f,6.8198e-02f,-1.2931e-01f,8.9288e-02f,-1.2554e-01f,-4.3270e-02f,
1.0660e-01f,1.1609e-02f,-1.2415e-01f,2.6372e-02f,-3.6311e-02f,1.5625e-01f,
-7.9595e-02f,-3.3662e-01f,-4.0760e-01f,-2.9566e-39f,-2.8760e-39f,-2.8816e-39f,
-2.9566e-39f,-2.8964e-39f,-2.9115e-39f,-2.9566e-39f,-2.9179e-39f,-2.9130e-39f,
7.9255e-02f,9.4548e-02f,8.8155e-02f,-2.8163e-02f,1.2428e-01f,-6.4973e-03f,
7.7875e-02f,7.4765e-02f,-5.2405e-02f,-1.4886e-02f,-7.1499e-02f,-7.0719e-02f,
9.7562e-02f,9.0948e-02f,-5.6588e-02f,-1.2872e-02f,-6.6390e-02f,-6.4147e-02f,
9.8262e-02f,-2.4215e-01f,-1.7051e-01f,1.8096e-01f,1.8106e-01f,1.3108e-01f,
2.0649e-01f,1.2242e-01f,3.7225e-02f,-2.5125e-01f,-1.0073e-01f,4.5330e-01f,
1.8588e-01f,-2.6809e-01f,-1.5709e-01f,4.7668e-01f,-2.4208e-01f,-6.6012e-01f,
1.3561e-01f,5.4109e-02f,6.1899e-02f,-1.9605e-02f,1.1349e-01f,3.5781e-02f,
3.5513e-03f,3.1212e-02f,-6.0399e-02f,5.9258e-02f,-1.8175e-02f,7.3714e-02f,
2.0052e-02f,4.3245e-02f,-5.0879e-03f,-1.1082e-02f,-1.0753e-01f,-1.7896e-03f,
2.9139e-02f,2.2747e-01f,-6.4075e-02f,7.3097e-02f,1.5703e-01f,-5.3815e-01f,
1.0620e-01f,-1.1386e-01f,1.7103e-01f,-3.8728e-39f,-3.8299e-39f,-3.8320e-39f,
-3.9065e-39f,-3.8445e-39f,-3.8135e-39f,-3.8838e-39f,-3.8114e-39f,-3.8255e-39f,
2.3253e-02f,6.9893e-02f,1.4774e-01f,9.6087e-02f,2.3102e-03f,-3.4449e-02f,
2.6819e-02f,1.0254e-01f,-2.8200e-02f,3.9553e-02f,4.7191e-05f,-5.5558e-02f,
4.1641e-02f,5.8706e-02f,-1.0337e-01f,1.1291e-01f,5.9622e-02f,7.0677e-02f,
-2.5162e-01f,7.6659e-02f,1.7245e-01f,-5.8522e-02f,1.4365e-01f,2.1189e-01f,
-2.8897e-02f,-5.7365e-02f,1.4232e-01f,1.7854e-02f,1.7404e-03f,-8.7356e-03f,
-6.0777e-02f,-6.2687e-02f,-1.1500e-02f,-1.6468e-01f,-2.5058e-01f,-1.2798e-01f,
2.3193e-02f,1.7209e-01f,1.6687e-01f,-3.4483e-02f,-1.6846e-02f,2.5930e-02f,
1.4410e-01f,4.2932e-02f,-5.0149e-03f,4.7269e-02f,1.1276e-01f,-9.2701e-03f,
1.5323e-02f,1.3552e-02f,9.0256e-02f,-8.9393e-03f,7.0903e-02f,-6.9379e-02f,
1.8645e-01f,1.0543e-01f,-1.5590e-01f,2.1056e-01f,1.1051e-01f,-1.5514e-01f,
-7.0484e-02f,-1.5153e-01f,-5.0873e-01f,3.2730e-39f,3.2358e-39f,3.1222e-39f,
3.2642e-39f,3.2358e-39f,3.0921e-39f,3.2730e-39f,3.2358e-39f,3.0899e-39f,
1.2225e-02f,1.2386e-01f,6.7712e-02f,3.1263e-02f,1.3617e-01f,1.5352e-01f,
2.3405e-02f,8.5466e-02f,8.7303e-02f,-2.0372e-02f,8.3465e-02f,-7.4233e-02f,
1.2269e-01f,8.4046e-02f,-3.6869e-02f,1.0242e-01f,7.3218e-02f,-1.1496e-01f,
-1.4539e-01f,-2.3923e-01f,-2.2818e-01f,-3.2368e-02f,-7.4360e-02f,2.3493e-02f,
1.7004e-01f,6.2924e-02f,8.9327e-02f,-1.1449e-01f,-1.4973e-03f,-7.0451e-03f,
-9.3205e-02f,-1.0312e-01f,4.6503e-02f,-2.2148e-01f,-1.8111e-01f,-1.1992e-01f,
9.8140e-02f,9.9823e-02f,-2.0282e-02f,-8.1973e-02f,1.4255e-01f,-5.2392e-02f,
8.0350e-03f,-4.8299e-02f,-7.7908e-02f,4.2383e-02f,3.0707e-02f,2.8560e-02f,
1.0437e-01f,6.1290e-02f,-9.7796e-02f,-1.7125e-02f,-1.3572e-01f,-1.5345e-01f,
-1.3292e-01f,2.9477e-02f,6.8032e-02f,1.5741e-01f,4.0258e-01f,2.5838e-01f,
1.3948e-01f,3.5713e-01f,-3.9825e-01f,-1.9224e-39f,-2.4076e-39f,-2.4529e-39f,
-1.9181e-39f,-1.9894e-39f,-4.0240e-39f,-1.9335e-39f,-2.3920e-39f,-4.0147e-39f,
-2.1714e-02f,-3.5299e-02f,-7.5803e-03f,-2.4087e-02f,7.5265e-02f,7.6697e-02f,
4.5309e-02f,8.9529e-02f,7.6510e-03f,1.0813e-02f,3.1294e-02f,-2.5907e-02f,
1.1962e-02f,-6.8664e-03f,-1.4084e-01f,7.7013e-02f,-1.2305e-01f,-6.7800e-02f,
-9.7392e-02f,4.4082e-02f,1.4473e-01f,4.9436e-02f,2.8859e-01f,2.8252e-01f,
-3.5828e-02f,-7.5616e-02f,2.4875e-01f,-6.7684e-02f,1.1290e-01f,4.2827e-02f,
-1.0860e-01f,1.2952e-01f,5.9784e-01f,-3.5402e-01f,-3.9558e-02f,-6.0775e-01f,
-1.2854e-02f,1.5240e-01f,1.4115e-01f,-2.8134e-02f,-1.2939e-02f,-2.6203e-02f,
1.1300e-01f,1.4481e-01f,-5.1454e-02f,1.2688e-01f,2.8536e-02f,9.4877e-02f,
9.6033e-02f,-1.3901e-02f,6.0035e-02f,-1.1249e-01f,4.3971e-02f,-1.0918e-01f,
8.2500e-02f,2.1413e-01f,3.9015e-02f,1.8361e-01f,2.5271e-01f,-2.2794e-01f,
-8.1195e-02f,-1.2269e-01f,-2.6097e-01f,7.6827e-39f,7.7882e-39f,7.6893e-39f,
7.7006e-39f,7.7857e-39f,7.7384e-39f,7.6985e-39f,7.7712e-39f,7.7399e-39f,
1.4458e-02f,1.0801e-01f,1.5906e-01f,-1.4676e-02f,1.3699e-01f,9.2460e-02f,
-3.6479e-02f,1.4529e-01f,-2.8681e-02f,-3.3251e-02f,-7.3096e-02f,-1.4330e-01f,
5.7009e-02f,-3.1905e-02f,-1.2035e-01f,1.1838e-01f,5.7011e-02f,2.0800e-02f,
-1.1567e-02f,-2.2125e-01f,-9.3953e-02f,-7.5378e-02f,-1.2069e-01f,1.3217e-01f,
-7.7357e-02f,-1.3171e-01f,1.2776e-01f,-1.1397e-01f,-3.5183e-02f,2.2994e-02f,
-6.5101e-02f,-1.5019e-01f,-2.7451e-02f,-2.4260e-01f,-1.3543e-01f,-1.9889e-02f,
-1.9798e-39f,-3.5282e-40f,-1.9216e-39f,-1.9140e-39f,-1.9370e-39f,-1.9943e-39f,
-1.8623e-39f,-1.8665e-39f,-1.9320e-39f,-4.8850e-39f,-5.0283e-39f,-4.9987e-39f,
-5.0868e-39f,-5.0814e-39f,-5.0779e-39f,-5.2489e-39f,-5.1086e-39f,-5.1234e-39f,
-2.9120e-39f,-3.0278e-39f,-2.9633e-39f,1.3186e-39f,6.0555e-39f,6.0419e-39f,
-5.5922e-39f,-8.5992e-40f,-2.8529e-39f,-3.4668e-39f,-3.5127e-39f,-3.4668e-39f,
-3.2831e-39f,-3.4668e-39f,-3.6734e-39f,-3.2142e-39f,-3.2831e-39f,-3.5816e-39f,
1.3445e-39f,1.3621e-39f,1.3375e-39f,1.4539e-39f,-2.2695e-40f,1.4522e-39f,
1.3563e-39f,1.3339e-39f,1.3001e-39f,-4.4670e-39f,-4.4026e-39f,-4.3159e-39f,
-4.5047e-39f,-4.3505e-39f,-2.7259e-39f,-4.5265e-39f,-4.4721e-39f,-4.4990e-39f,
-1.9864e-39f,-4.1379e-39f,-3.7189e-39f,5.2465e-39f,2.5220e-39f,1.5639e-39f,
-3.9760e-39f,-5.7033e-39f,-4.0978e-39f,-6.3745e-40f,-4.7511e-39f,2.3456e-39f,
-1.5164e-39f,5.0431e-39f,5.1197e-39f,8.7052e-40f,1.4947e-39f,-1.1546e-39f,
5.3140e-02f,1.0281e-01f,1.4767e-01f,-6.1530e-02f,-9.4166e-02f,4.8671e-02f,
5.6787e-03f,-1.4551e-01f,1.5614e-02f,-3.4826e-02f,-5.1148e-02f,9.7079e-02f,
-1.3603e-02f,-1.2249e-01f,-1.9330e-02f,-6.8184e-02f,-1.4344e-01f,-9.4023e-03f,
-7.4629e-02f,3.9634e-02f,1.3445e-01f,4.2153e-02f,7.1129e-01f,2.8703e-02f,
7.8247e-02f,7.2210e-01f,-6.6198e-01f,-6.1010e-39f,-6.2892e-39f,-6.4008e-39f,
-6.0825e-39f,-6.3221e-39f,-6.3883e-39f,-1.4962e-39f,-1.1702e-39f,-1.2143e-39f,
5.5512e-02f,-2.1522e-02f,1.0866e-01f,-9.2812e-02f,-3.5119e-02f,1.1396e-01f,
-1.3922e-01f,6.7287e-02f,-5.5626e-02f,-2.0492e-01f,8.1441e-02f,-1.3513e-01f,
4.7447e-02f,2.0081e-01f,-3.1249e-01f,-1.8546e-02f,2.0680e-01f,7.3979e-02f,
8.8928e-02f,-4.3606e-01f,-8.4823e-02f,-5.6133e-02f,3.5132e-01f,1.8633e-01f,
-4.3855e-03f,5.4869e-02f,1.1658e-01f,1.7423e-01f,-5.3107e-02f,2.2925e-02f,
-1.7622e-01f,4.4453e-02f,2.8131e-02f,2.6863e-01f,-2.9085e-01f,-1.5098e-01f}
,)"
R"({-2.4230e-40f,5.4425e-39f,3.4517e-39f,-1.9803e-39f,-1.5207e-39f,-3.5630e-39f,
-4.9409e-39f,-2.9280e-39f,7.7966e-40f,2.4867e-39f,-2.1848e-39f,3.2524e-39f,
-6.2860e-39f,4.0411e-39f,-3.6956e-39f,-3.3384e-39f,-1.0908e-39f,5.4261e-39f,
-3.6691e-40f,9.4949e-40f,-1.7279e-39f,-1.0644e-39f,-2.1371e-39f,-2.5125e-39f,
2.9368e-39f,-5.3820e-39f,-3.9771e-40f,-1.4703e-39f,-3.6960e-39f,-4.4161e-39f,
8.2800e-40f,-4.9175e-39f,3.1868e-39f,5.5703e-39f,-3.0263e-39f,-1.6991e-39f,
5.2691e-39f,4.8127e-39f,4.1346e-39f,-1.3013e-39f,-1.7101e-39f,-3.5467e-39f,
1.1496e-39f,2.0938e-39f,-4.2970e-39f,-5.5314e-39f,6.4852e-40f,-5.0870e-39f,
3.9377e-39f,-4.1683e-39f,-3.5404e-40f,-3.6188e-39f,5.4657e-39f,2.1279e-39f,
3.4090e-40f,2.4425e-40f,9.3423e-41f,-2.3450e-39f,3.1518e-40f,4.3061e-40f,
-2.6175e-39f,-2.4696e-39f,-2.3755e-39f,2.2764e-39f,-4.4934e-39f,8.5722e-40f,
5.1798e-39f,2.7072e-39f,5.3750e-39f,5.4335e-40f,3.8556e-39f,-3.4799e-39f,
-4.8963e-39f,-1.1413e-39f,-5.3918e-40f,6.1843e-39f,-1.8521e-39f,-1.3450e-39f,
-2.0906e-39f,-3.2544e-39f,-2.8205e-39f,5.3550e-39f,-3.0202e-39f,-3.4181e-39f,
-3.0043e-39f,-3.2900e-39f,-3.2915e-39f,6.1849e-39f,-3.3421e-39f,-3.3995e-39f,
-4.8657e-39f,-4.7034e-39f,-4.7467e-39f,-4.6555e-39f,-4.6045e-39f,-4.6954e-39f,
-4.8886e-39f,-4.7333e-39f,-4.7805e-39f,-2.0900e-39f,-1.9429e-39f,-2.0572e-39f,
-2.0270e-39f,-1.9074e-39f,-1.9275e-39f,-2.1243e-39f,-2.1134e-39f,-2.1539e-39f,
-4.4175e-39f,-4.6412e-39f,-4.6582e-39f,-4.6364e-39f,-4.8757e-39f,-4.6795e-39f,
-4.4571e-39f,-4.5038e-39f,-4.4570e-39f,-3.2662e-39f,-3.1163e-39f,-3.2050e-39f,
-3.2098e-39f,-3.0887e-39f,-3.1635e-39f,-3.3183e-39f,-3.1411e-39f,-3.2824e-39f,
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-6.9909e-03f,-3.9627e-03f,-6.5162e-02f,-4.9296e-03f,-4.0383e-02f,6.7670e-01f,
1.5251e-02f,2.1000e-01f,-1.9137e-01f,2.2825e-02f,1.6640e-02f,3.8147e-02f,
7.1902e-02f,-4.9821e-02f,-6.5592e-03f,1.5826e-02f,2.1626e-02f,1.1646e-02f,
1.5180e-02f,1.5664e-01f,9.8696e-03f,-7.2901e-02f,-2.1818e-01f,9.2465e-02f,
6.4349e-02f,6.0290e-02f,-2.1094e-02f,2.0633e-02f,4.8808e-02f,1.4080e-02f,
4.8083e-02f,-1.5979e-01f,-5.3634e-02f,6.5004e-02f,7.0317e-02f,1.9117e-02f,
-4.3048e-02f,5.9627e-02f,-1.5068e-02f,1.8861e-01f,-2.6868e-01f,1.2789e-03f,
1.1273e-01f,-2.7796e-01f,4.9841e-02f,4.9008e-03f,1.8241e-02f,4.3449e-02f,
2.1420e-02f,-1.0299e-01f,-1.6235e-01f,-1.9300e-02f,-1.5121e-02f,2.0616e-03f,
-2.7591e-01f,3.9622e-02f,-5.0492e-02f,1.1866e-01f,5.5502e-01f,-2.3622e-02f,
-6.1204e-03f,-7.4778e-03f,6.7961e-03f,2.4215e-02f,2.1643e-03f,1.1442e-01f,
7.5326e-02f,1.4455e-01f,8.0497e-02f,6.6115e-02f,2.9762e-02f,2.8680e-02f,
3.7784e-03f,-2.2769e-02f,2.4529e-02f,-1.1441e-02f,9.8463e-02f,-1.2761e-02f,
1.0642e-02f,5.2871e-02f,1.9650e-01f,-2.2225e-02f,3.1504e-02f,8.5645e-03f,
4.9125e-02f,1.4439e-01f,8.4573e-02f,1.0103e-02f,1.9097e-02f,4.5579e-03f,
-2.5773e-02f,-4.0984e-02f,-1.5402e-01f,5.3050e-02f,1.5509e-01f,-1.9040e-01f,
3.7700e-02f,1.0632e-01f,-2.2520e-02f,-5.6582e-02f,-4.6040e-02f,-5.7562e-03f,
-3.4924e-01f,3.2933e-01f,5.5211e-02f,2.3230e-02f,8.5108e-02f,3.7448e-02f,
1.4266e-02f,-7.2016e-02f,4.5252e-03f,-7.0246e-02f,3.9142e-01f,-1.9216e-02f,
2.0536e-01f,-3.5615e-01f,3.8009e-02f,1.2252e-02f,-5.7966e-02f,9.2672e-02f,
2.4225e-02f,-1.0186e-01f,-1.4219e-01f,-2.8815e-02f,1.3088e-02f,-2.6031e-03f,
-6.2341e-02f,-1.1216e-01f,-7.2122e-02f,1.1812e-01f,4.3493e-01f,4.3593e-02f,
-1.3524e-02f,4.8679e-03f,-1.0598e-02f,3.4904e-02f,5.5813e-02f,4.6811e-02f,
8.0928e-02f,7.6607e-02f,6.3968e-02f,5.4647e-02f,2.8693e-02f,2.1957e-02f,
-8.2725e-03f,5.4668e-02f,-3.0533e-02f,-9.3953e-03f,1.5874e-01f,-3.6093e-01f,
5.6412e-03f,1.8977e-02f,2.0088e-01f,-1.9414e-02f,1.9088e-02f,1.4504e-02f,
5.8462e-02f,6.2645e-02f,4.9884e-02f,6.6913e-03f,4.3639e-02f,1.5139e-02f,
-2.1897e-02f,-1.1436e-01f,-5.0838e-02f,7.1176e-02f,8.4667e-02f,-1.4480e-01f,
3.7676e-02f,1.0840e-01f,-2.6417e-02f,-4.7584e-02f,-4.0524e-02f,6.3032e-03f,
-2.4822e-01f,2.4635e-01f,5.5942e-03f,-1.3347e-02f,1.0515e-01f,4.2549e-02f,
-1.2380e-01f,4.1074e-02f,1.2608e-02f,-1.2042e-01f,2.9516e-01f,2.8380e-03f,
5.1930e-01f,-1.6498e-01f,5.7152e-02f,-6.5519e-02f,1.1001e-01f,2.8943e-02f,
1.0854e-01f,-6.0107e-02f,-1.6730e-01f,-4.4417e-02f,3.4347e-02f,-3.3756e-02f,
2.0694e-01f,3.3047e-01f,-9.4497e-02f,-2.1977e-01f,4.6614e-02f,1.2201e-01f,
-2.9541e-02f,1.8900e-01f,-1.8391e-01f,2.0064e-02f,-3.2480e-02f,-8.9041e-03f,
-5.6385e-02f,-6.4531e-02f,1.2879e-02f,-3.2499e-02f,1.0883e-02f,7.3564e-03f,
1.9828e-02f,-2.3278e-01f,-4.3789e-03f,9.7669e-02f,1.3008e-01f,-1.0405e-01f,
2.2618e-02f,-2.5495e-01f,-1.0718e-01f,4.3524e-02f,-7.3127e-02f,8.2424e-02f,
-5.0193e-02f,4.0634e-03f,4.0696e-02f,2.7419e-02f,1.8353e-01f,9.2117e-02f,
-7.4918e-02f,1.0602e-01f,-3.4752e-02f,-1.3331e-01f,-2.9583e-02f,-5.2197e-03f,
-3.7852e-02f,1.5998e-01f,1.5078e-03f,-5.6512e-02f,1.3378e-01f,1.4512e-02f,
4.5255e-02f,2.4702e-01f,-2.4848e-02f,-1.7526e-01f,1.5532e-01f,8.6686e-02f,
3.1486e-02f,-2.3247e-02f,9.7320e-03f,-5.2106e-01f,4.7937e-02f,4.1614e-02f,
5.5436e-02f,-2.0432e-01f,1.2444e-02f,-5.6792e-02f,-5.5632e-02f,5.7612e-02f,
-6.0248e-04f,4.9770e-02f,-6.7956e-02f,1.3389e-02f,-9.4141e-03f,-7.3497e-03f,
-4.6361e-01f,2.7450e-01f,-8.2210e-02f,-2.6737e-01f,-6.6114e-02f,6.3568e-02f,
1.6910e-02f,1.4456e-01f,-9.0081e-02f,8.8278e-03f,2.1776e-02f,8.7710e-03f,
-2.3378e-02f,-4.3907e-02f,-3.6751e-02f,-2.4694e-03f,-6.0419e-03f,3.0840e-02f,
-1.6968e-02f,-8.2266e-02f,-1.0049e-01f,3.4429e-02f,1.0960e-01f,3.8355e-01f,
-4.0301e-04f,-3.1089e-02f,-2.1373e-02f,-2.4172e-02f,4.6432e-02f,8.0742e-03f,
-2.3134e-02f,1.7789e-02f,2.7136e-02f,3.0729e-02f,6.9008e-03f,1.2822e-02f,
3.5043e-02f,-6.1749e-02f,-1.2565e-02f,-1.0354e-02f,-2.6515e-03f,4.5632e-03f,
-5.9818e-02f,-9.7686e-04f,-6.6467e-03f,-5.0833e-01f,1.8474e-02f,1.3598e-02f,
3.6287e-01f,1.3698e-01f,-1.2806e-02f,-2.8618e-02f,-2.9128e-02f,2.9855e-02f,
8.1243e-02f,4.7414e-02f,-4.7434e-02f,-3.3738e-02f,-3.4926e-01f,1.7786e-02f,
1.0056e-01f,-5.7937e-02f,-1.8308e-02f,1.8214e-02f,-1.9519e-01f,2.2152e-02f,
-7.3543e-02f,2.0786e-01f,-5.8196e-02f,3.9396e-02f,-4.5349e-02f,1.5748e-02f,
-5.4604e-03f,4.5777e-01f,1.7295e-01f,-2.0570e-01f,-3.0970e-01f,-1.9075e-01f,
7.6751e-02f,-1.3099e-01f,6.1278e-02f,6.0222e-02f,5.4418e-02f,1.2259e-01f,
3.2160e-02f,8.5146e-03f,3.4578e-02f,-5.4391e-02f,-2.5285e-02f,1.0251e-02f,
-3.2763e-02f,7.9163e-02f,-7.5136e-02f,1.8545e-02f,-2.1972e-02f,1.3887e+00f,
-1.2402e-03f,-2.5679e-01f,7.2392e-02f,4.9692e-03f,1.7034e-02f,4.7043e-02f,
1.2093e-02f,-3.1230e-02f,-8.2613e-03f,-7.8701e-03f,-2.3516e-03f,-7.2487e-04f,
6.8495e-02f,-5.2837e-02f,-2.2482e-01f,1.3259e-02f,4.8009e-01f,-4.0940e-02f,
-4.1547e-02f,-2.8753e-02f,-5.2579e-03f,-1.7152e-01f,-3.3676e-02f,1.5080e-02f,
8.6014e-02f,7.9239e-02f,4.2196e-02f,-9.2870e-02f,-1.5913e-02f,-6.5804e-03f,
4.0364e-02f,2.4914e-02f,-1.4638e-02f,8.8705e-03f,2.8037e-01f,3.9890e-02f,
1.1638e-01f,2.9467e-01f,-4.3518e-03f,7.1091e-02f,-2.2378e-01f,4.7315e-02f,
3.8006e-02f,-2.0246e-01f,-3.8679e-02f,-5.8004e-02f,5.8991e-02f,-6.2149e-03f,
-1.3034e-01f,1.5540e-01f,-5.2558e-02f,8.1594e-02f,3.5570e-01f,2.1220e-02f,
1.4977e-02f,2.4493e-03f,-4.0627e-02f,1.1402e-01f,6.6962e-02f,1.1150e-01f,
1.1824e-01f,1.1492e-01f,1.1219e-01f,6.6067e-02f,6.9639e-02f,-8.1836e-02f,
-2.7144e-02f,1.4677e-01f,-5.9261e-02f,4.4573e-03f,2.6235e-01f,-7.4379e-01f,
-8.3569e-03f,9.4465e-02f,-6.5653e-03f,2.1095e-02f,-1.8853e-02f,6.7972e-02f,
1.2957e-01f,3.0122e-02f,-1.0061e-02f,-3.4832e-02f,8.5404e-02f,5.7663e-02f,
-5.0400e-02f,-1.2050e-01f,-2.3344e-01f,1.4977e-01f,7.8806e-02f,6.0771e-03f,
5.6483e-02f,6.3927e-02f,-5.8376e-03f,-2.8124e-01f,5.2581e-02f,-1.3918e-04f,
-1.4341e-01f,3.6558e-01f,4.7332e-02f,-3.9089e-02f,8.4188e-02f,2.7058e-02f}};)"
R"(__constant float biasL[8][8]={{7.2678e-02f,8.5350e-03f,5.0400e-02f,2.6268e-02f,6.2434e-02f,1.0483e-01f,-7.1650e-39f,1.0062e-01f}
,{-4.9844e-39f,-1.8567e-39f,6.0627e-04f,-1.9234e-38f,1.8331e-02f,-1.1364e-01f,-8.3962e-03f,-1.7372e-04f}
,{-0.0091f,-0.0055f,0.0237f,0.0093f,-0.0479f,0.0188f,-0.0034f,0.0399f}
,{6.5694e-03f,-2.2259e-01f,-1.1226e-02f,-8.0327e-02f,-1.0615e-36f,1.0402e-02f,7.6246e-03f,-6.5940e-02f}
,{5.0711e-02f,7.1911e-02f,2.5293e-02f,-1.5608e-02f,5.3835e-02f,-1.6967e-38f,2.2243e-02f,3.2742e-02f}
,{1.5629e-02f,2.9703e-02f,2.6412e-02f,1.2301e-02f,1.8654e-01f,-7.2260e-03f,2.4613e-02f,-3.1853e-38f}
,{-0.0030f,-0.0123f,0.0348f,0.0277f,-0.0152f,0.0005f,-0.0124f,-0.0209f}
,{7.4856e-03f,7.2931e-04f,8.3015e-03f,6.4820e-03f,2.4008e-04f,7.0377e-06f,1.7948e-03f,8.9869e-03f}};
__constant float kernelsL10[4*8]={0.4240f,0.4165f,0.1648f,0.1909f,
-0.0985f,-0.4455f,0.4639f,-0.0533f,
-0.1368f,0.4413f,0.2539f,0.3294f,
0.2458f,-0.3256f,-0.0479f,0.3200f,
-0.3977f,-0.0422f,-0.2736f,0.1053f,
0.3902f,0.0594f,-0.0721f,-0.2988f,
0.0495f,0.1309f,-0.1703f,0.0033f,
0.3061f,0.1827f,0.2443f,-0.1259f};)" + kernelFunction
,
R"(#define RELU(x) fmax(x,0.0f)
__constant sampler_t samplerN=CLK_NORMALIZED_COORDS_FALSE|CLK_ADDRESS_CLAMP_TO_EDGE|CLK_FILTER_NEAREST;
__constant float kernelsL1[9*8]={-0.0461f,0.1274f,0.2976f,-0.0393f,-0.1251f,0.2527f,
0.0791f,0.0600f,-0.0303f,-0.0520f,-0.5039f,-0.3305f,
-0.0115f,0.0456f,0.4370f,0.0601f,0.0780f,0.3106f,
-0.0017f,-0.0018f,-0.0017f,-0.0017f,-0.0018f,-0.0018f,
-0.0017f,-0.0017f,-0.0017f,0.2666f,0.1687f,0.2303f,
-0.1901f,0.3825f,0.3024f,0.1811f,0.0581f,0.2080f,
-0.1246f,0.0155f,-0.4075f,0.1156f,0.5929f,0.1449f,
-0.1080f,-0.0171f,-0.0516f,-0.0817f,0.2247f,0.0472f,
0.0394f,0.1085f,0.1435f,-0.0480f,-0.0135f,-0.0606f,
-0.0083f,0.2045f,0.1056f,-0.2239f,0.2823f,-0.1926f,
0.2581f,0.1362f,-0.1914f,-0.0833f,0.0702f,0.0234f,
0.3616f,0.3789f,-0.1840f,0.0128f,0.1347f,-0.0187f};
__constant float biasL1[8]={-0.1329f,-0.0431f,-0.0031f,-0.0129f,0.2294f,-0.2595f,-0.2370f,-0.0499f};)"
R"(__constant float kernelsL[8][9*8*8]={{1.4090e-01f,-1.8985e-02f,-6.8589e-02f,6.6491e-02f,1.4360e-02f,8.5223e-02f,
1.8782e-01f,9.8042e-02f,-3.4558e-02f,2.5606e-01f,2.2027e-01f,2.7603e-01f,
1.9424e-01f,3.4537e-02f,9.5975e-02f,1.1223e-02f,-4.3377e-01f,-1.4760e-01f,
-3.4293e-40f,-5.5421e-40f,-4.4763e-41f,-6.3322e-40f,-3.1495e-40f,-7.8264e-41f,
-1.5375e-40f,-3.3656e-40f,5.2441e-40f,1.2413e-01f,1.5682e-01f,1.1465e-01f,
1.6683e-02f,7.8382e-02f,1.0110e-01f,1.4902e-01f,1.3608e-01f,1.1674e-01f,
-6.5160e-02f,7.7748e-02f,2.1773e-02f,2.0652e-02f,2.7245e-01f,1.0297e-01f,
-2.0953e-02f,6.1685e-02f,4.4128e-02f,6.1538e-02f,-1.9746e-02f,-1.2785e-02f,
2.5931e-02f,1.2740e-01f,9.0033e-02f,8.6448e-02f,2.0684e-01f,9.8063e-02f,
-7.8384e-03f,6.3277e-02f,7.6751e-03f,3.5956e-02f,1.0555e-01f,4.2728e-02f,
7.1578e-02f,1.3253e-01f,1.1171e-01f,-2.7538e-02f,1.5836e-01f,1.0014e-01f,
-4.9113e-02f,1.6911e-01f,2.7329e-01f,7.9170e-03f,9.5440e-02f,1.3922e-01f,
8.0151e-02f,4.3438e-02f,5.5314e-02f,3.4896e-02f,1.6816e-01f,-4.5783e-03f,
-1.4579e-03f,2.0493e-01f,2.6238e-02f,2.6499e-02f,3.9490e-01f,-1.1582e-02f,
3.5790e-01f,1.4317e-01f,-2.1775e-01f,4.1794e-03f,-3.2513e-01f,-1.6729e-01f,
3.4040e-41f,-6.2960e-42f,-1.0067e-40f,5.5978e-41f,-1.2353e-40f,-1.1347e-40f,
5.4572e-40f,-6.4384e-40f,-4.1234e-40f,-9.3690e-02f,1.7765e-01f,1.1275e-01f,
9.1159e-03f,1.7375e-01f,1.1427e-01f,-7.8385e-02f,1.5658e-01f,-3.8399e-02f,
-1.0756e-01f,5.9943e-02f,-6.7273e-02f,-1.1117e-01f,1.5267e-01f,1.1563e-01f,
-1.2964e-01f,-3.8604e-02f,-2.4532e-02f,1.6324e-02f,1.3112e-01f,6.1679e-03f,
-7.7703e-03f,2.6311e-01f,8.9427e-02f,-2.8948e-02f,1.9341e-01f,4.4339e-02f,
6.4559e-03f,-6.8885e-02f,1.1481e-01f,-1.0665e-01f,3.8613e-02f,7.0410e-02f,
-6.1680e-02f,-1.7374e-02f,9.5475e-03f,-4.0081e-02f,-3.1549e-02f,2.8311e-01f,
-1.2178e-01f,-1.3848e-01f,1.7416e-01f,-8.1756e-02f,-1.7718e-01f,7.9533e-02f,
-3.1299e-03f,-3.2305e-03f,-3.2094e-03f,-3.1548e-03f,-3.2553e-03f,-3.2453e-03f,
-3.1459e-03f,-3.2278e-03f,-3.2076e-03f,-3.6554e-05f,-3.6715e-05f,-3.1284e-05f,
-1.4927e-05f,-1.4357e-05f,-1.2185e-05f,-1.5771e-09f,-1.1439e-09f,-6.4952e-10f,
3.7723e-40f,4.9166e-40f,-2.1946e-40f,-4.7599e-40f,-4.3356e-40f,-8.3928e-41f,
2.6127e-40f,4.8634e-40f,2.7720e-40f,-5.4972e-03f,-5.6409e-03f,-5.6919e-03f,
-5.5818e-03f,-5.7079e-03f,-5.7542e-03f,-5.6338e-03f,-5.7437e-03f,-5.7600e-03f,
-3.7940e-03f,-3.8853e-03f,-3.8693e-03f,-3.8995e-03f,-3.9616e-03f,-3.8945e-03f,
-3.8438e-03f,-3.9156e-03f,-3.8269e-03f,-7.2342e-05f,-7.8682e-05f,-4.7701e-05f,
-1.1126e-04f,-1.1918e-04f,-7.8931e-05f,-1.1644e-04f,-1.2418e-04f,-8.2350e-05f,
-2.3881e-04f,-3.7971e-04f,-3.9448e-04f,-2.4112e-04f,-3.8395e-04f,-4.0189e-04f,
-2.3451e-04f,-3.7525e-04f,-3.9222e-04f,-3.9853e-03f,-4.0748e-03f,-4.1134e-03f,
-4.0685e-03f,-4.1456e-03f,-4.1548e-03f,-4.0547e-03f,-4.1388e-03f,-4.1357e-03f,
5.3008e-02f,2.2252e-02f,-7.1158e-02f,-6.6411e-02f,-3.0015e-02f,-2.2526e-02f,
1.2259e-01f,-6.2488e-02f,5.6190e-02f,1.5981e-02f,-7.6832e-02f,1.7908e-02f,
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4.5836e-02f,5.3893e-02f,-1.0138e-01f,8.3609e-02f,2.1849e-02f,-1.0648e-01f,
7.4801e-02f,-1.2671e-01f,-1.5007e-02f,2.7440e-01f,-3.1351e-01f,6.5787e-02f,
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9.1668e-02f,9.7722e-02f,1.3754e-01f,-7.4817e-02f,-4.1923e-01f,-1.2337e-01f,
1.3472e-01f,-4.0745e-02f,-5.4055e-02f,-1.2943e-02f,4.8796e-02f,4.2007e-02f,
9.4668e-02f,8.6149e-02f,1.2362e-01f,7.0637e-02f,2.3565e-01f,1.4582e-01f,
5.6904e-02f,-8.2166e-02f,1.0563e-01f,9.3969e-02f,-2.2909e-01f,4.6537e-02f,
6.5257e-02f,1.4804e-01f,-6.2092e-02f,-1.5699e-02f,-1.5303e-02f,1.6671e-01f,
-6.1947e-03f,2.5749e-01f,1.5257e-01f,3.2908e-02f,-5.9907e-02f,1.1502e-01f,
7.5876e-02f,-2.6699e-01f,-1.5891e-02f,-8.0426e-02f,1.3406e-01f,-1.9881e-02f,
3.5472e-02f,-8.2140e-02f,1.6509e-02f,8.3390e-03f,-7.8291e-02f,-2.0754e-01f,
3.4490e-02f,2.7913e-01f,5.9566e-02f,2.5288e-02f,1.1725e-01f,-1.0356e-01f,
-5.0955e-02f,9.2093e-02f,-5.8477e-02f,4.4325e-02f,3.2973e-02f,-1.9477e-01f,
3.9582e-02f,-8.6877e-02f,-1.1753e-01f,3.0401e-02f,-2.8757e-02f,-2.5563e-02f,
5.0741e-02f,-3.5056e-01f,-2.5584e-01f,9.1709e-02f,-4.0932e-02f,2.3812e-01f,
5.0945e-02f,4.9246e-02f,1.2738e-01f,5.1440e-03f,1.5703e-01f,5.5743e-02f,
-3.9492e-02f,1.2114e-01f,2.0531e-02f,8.0800e-02f,2.6680e-03f,-1.6660e-02f,
1.0684e-01f,1.2308e-01f,1.7882e-02f,1.8280e-02f,1.0972e-01f,-5.2912e-03f}
,)"
R"({-1.3812e-02f,-4.6271e-02f,7.3790e-02f,-6.3801e-02f,-3.6817e-01f,-1.7880e-02f,
5.2986e-02f,1.8626e-01f,1.5645e-03f,1.2367e-02f,-6.2923e-02f,3.0844e-02f,
9.3623e-02f,1.9527e-01f,-2.6366e-02f,-2.0837e-02f,-3.4424e-02f,4.0256e-02f,
4.1482e-02f,6.1795e-02f,-1.1293e-02f,-8.9944e-02f,-1.3608e-01f,1.8067e-02f,
3.6974e-02f,5.2530e-03f,-2.7474e-02f,1.1872e-05f,1.9000e-05f,2.0729e-05f,
1.0139e-05f,1.6832e-05f,1.9392e-05f,6.5445e-06f,1.0973e-05f,1.3521e-05f,
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1.4847e-02f,2.3237e-01f,-6.3687e-02f,-6.5672e-02f,-2.1888e-01f,-1.7233e-02f,
4.0608e-02f,-6.9580e-02f,-2.2200e-02f,5.8163e-02f,1.3695e-01f,-2.6257e-02f,
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5.5300e-02f,-1.6006e-01f,1.1717e-01f,-2.6107e-02f,-8.6995e-02f,8.3720e-02f,
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9.5055e-02f,3.8855e-02f,1.2446e-02f,-1.5152e-01f,7.8124e-02f,-1.2616e-02f,
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-4.5122e-02f,1.7027e-03f,-3.5534e-03f,8.5222e-03f,1.0130e-01f,4.7893e-02f,
6.5574e-02f,7.2150e-03f,-2.1820e-03f,-5.5105e-03f,-1.8990e-01f,2.6527e-02f,
6.6140e-03f,2.1537e-01f,-2.2183e-02f,-8.0628e-03f,6.8398e-03f,9.4474e-03f,
1.2239e-01f,-1.3337e-01f,7.3391e-02f,-1.2205e-01f,1.3145e-01f,-2.0063e-02f,
2.2168e-02f,3.6097e-03f,2.7146e-02f,4.6717e-02f,2.1122e-02f,1.5491e-02f,
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6.1819e-02f,1.5061e-01f,1.1984e-02f,1.2905e-01f,2.5921e-01f,1.4768e-01f,
4.5548e-02f,1.4902e-01f,-4.8961e-03f,-1.3605e-02f,8.2896e-02f,-4.1931e-01f,
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3.7891e-02f,9.9487e-02f,3.2383e-02f,-6.3628e-02f,-5.0303e-03f,5.4617e-02f,
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1.5341e-01f,1.2174e-01f,-7.3160e-02f,2.6326e-04f,7.3690e-02f,5.2187e-02f,
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-2.2431e-02f,-4.5655e-03f,7.5531e-03f,6.7227e-04f,7.2856e-04f,7.3907e-04f,
6.5335e-04f,7.0702e-04f,7.1233e-04f,6.1540e-04f,6.7286e-04f,6.7797e-04f,
-3.1496e-02f,6.0514e-02f,4.2013e-02f,-2.8617e-02f,1.4846e-02f,4.0016e-03f,
4.7006e-03f,-4.0017e-02f,-3.0411e-02f,-9.6037e-03f,8.8522e-02f,9.8616e-02f,
4.1297e-02f,-3.2645e-01f,-7.6144e-03f,-1.0711e-02f,3.9324e-02f,4.0144e-02f,
5.2899e-02f,-7.8668e-02f,-5.4798e-02f,-2.0428e-01f,5.7238e-02f,-3.6937e-02f,
-3.6103e-02f,-8.2683e-02f,-2.8101e-02f,8.2479e-02f,5.7766e-02f,-1.2019e-01f,
-3.8373e-01f,6.8272e-02f,-1.1758e-02f,5.1129e-02f,-2.7931e-01f,4.5608e-02f,
-2.5151e-02f,-5.0816e-02f,1.7231e-02f,-3.6376e-02f,1.5916e-01f,2.9192e-02f,
-4.1947e-02f,5.3183e-02f,-9.7289e-02f,4.6138e-02f,7.0842e-02f,1.6673e-02f,
-1.7243e-03f,2.7203e-01f,3.8262e-02f,-1.4000e-01f,-7.3793e-02f,-2.0050e-02f,
-1.8750e-02f,-8.5319e-02f,-3.0858e-02f,-5.9981e-02f,1.2729e-01f,1.4094e-02f,
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4.9511e-02f,1.0935e-01f,-3.7430e-03f,1.1834e-01f,7.7243e-02f,4.3074e-02f,
6.7446e-02f,2.9734e-02f,-1.1276e-02f,-2.0080e-02f,1.3561e-01f,-1.3455e-01f,
-1.4505e-02f,2.2100e-01f,4.9635e-02f,-1.0040e-02f,3.4560e-02f,-7.4607e-03f,
-6.8873e-02f,-5.6221e-02f,1.2255e-02f,-2.9198e-02f,7.1612e-02f,2.9402e-02f,
4.1036e-02f,4.6417e-02f,6.0284e-03f,-6.5261e-02f,2.1426e-03f,2.4192e-02f,
-1.6073e-03f,-6.2222e-03f,-1.8295e-02f,2.4952e-04f,-2.0623e-02f,-3.3064e-03f,
5.9188e-02f,-4.8839e-02f,7.9840e-02f,-6.7952e-02f,-4.7191e-01f,1.5117e-01f,
1.5668e-01f,2.4733e-01f,1.1354e-01f,1.7742e-02f,-4.4059e-02f,9.5374e-03f,
3.2049e-01f,-1.3779e-01f,9.6608e-02f,8.4580e-02f,1.4293e-01f,6.1574e-02f,
2.8777e-03f,7.8795e-02f,-5.1902e-02f,1.2212e-01f,1.0321e-01f,3.2360e-02f,
-9.6617e-02f,7.8941e-03f,-7.0876e-02f,3.5869e-03f,3.5891e-03f,3.5923e-03f,
3.5746e-03f,3.5840e-03f,3.5967e-03f,3.5785e-03f,3.5932e-03f,3.6080e-03f,
1.5454e-03f,3.0582e-03f,4.3737e-02f,-5.9833e-02f,-1.1247e-01f,4.4380e-02f,
-1.3206e-01f,8.2778e-03f,4.7963e-02f,-4.3720e-02f,-7.5722e-03f,2.0510e-01f,
3.0133e-02f,-4.0506e-01f,2.7867e-01f,5.5586e-02f,2.8926e-02f,1.3360e-03f,
1.9490e-05f,3.3326e-01f,-7.7241e-02f,-1.5648e-01f,1.5195e-01f,-1.3995e-01f,
8.6519e-02f,1.0447e-01f,-4.1413e-02f,-3.8667e-03f,1.6159e-01f,1.1627e-01f,
-2.2646e-01f,-3.4758e-02f,-6.7956e-03f,-3.2689e-01f,1.9606e-01f,-9.1523e-02f,
1.1238e-02f,1.5084e-03f,4.2113e-02f,-1.1154e-02f,-3.6596e-01f,-7.2252e-02f,
6.6621e-02f,1.0188e-01f,4.1032e-01f,3.5892e-02f,-4.8304e-02f,6.6142e-03f,
1.3374e-01f,2.2720e-01f,-7.1224e-02f,6.8952e-02f,2.0467e-01f,5.0251e-02f,
-6.2016e-02f,2.2175e-01f,-1.7764e-02f,2.7542e-02f,1.4905e-01f,3.6637e-02f,
-7.2231e-02f,5.0271e-03f,-7.1823e-02f,3.5760e-03f,3.5540e-03f,3.5692e-03f,
3.5664e-03f,3.5490e-03f,3.5689e-03f,3.5671e-03f,3.5619e-03f,3.5864e-03f,
2.7470e-02f,-3.9752e-02f,4.1063e-02f,-2.4985e-02f,-1.7969e-01f,8.2186e-02f,
-5.4251e-02f,-5.9651e-03f,2.5079e-02f,-2.1197e-02f,2.5426e-02f,1.3585e-01f,
-1.3460e-02f,-1.1377e-01f,1.2278e-01f,3.6533e-02f,1.2843e-02f,5.6219e-02f,
5.8141e-04f,2.8354e-01f,-6.2016e-02f,-1.0289e-01f,1.8724e-01f,-9.9475e-02f,
5.1193e-02f,7.5986e-02f,-1.2951e-03f,-8.2587e-02f,1.8498e-01f,1.0891e-01f,
1.3538e-01f,-4.7728e-01f,1.0868e-01f,-8.6415e-02f,-1.7061e-01f,1.0457e-02f}};)"
R"(__constant float biasL[8][8]={{-0.1175f,-0.0258f,-0.0053f,-0.0437f,-0.0563f,-0.1047f,-0.3449f,0.0568f}
,{0.0339f,-0.1738f,0.0061f,0.1565f,-0.0316f,-0.0016f,-0.0032f,-0.0554f}
,{-0.0508f,-0.0609f,0.0347f,-0.0802f,-0.0438f,0.2512f,-0.0491f,-0.0259f}
,{0.0655f,0.0255f,0.0228f,-0.0027f,-0.0155f,-0.0163f,-0.0174f,-0.1095f}
,{4.9947e-03f,5.3372e-03f,-4.5286e-09f,-1.3756e-03f,3.8858e-03f,-4.4197e-02f,3.3970e-02f,2.8411e-02f}
,{-0.0396f,0.0007f,0.1735f,0.0109f,0.1177f,0.0919f,0.0567f,-0.0005f}
,{0.0127f,-0.0688f,0.1102f,-0.0052f,0.1602f,-0.0191f,-0.0322f,0.0311f}
,{0.0063f,0.0093f,0.0729f,0.3734f,0.0006f,0.1915f,0.3186f,0.2636f}};
__constant float kernelsL10[4*8]={-0.0967f,-0.3094f,0.3537f,0.5705f,
0.2547f,0.3360f,-0.0718f,-0.0700f,
-0.3013f,-0.1602f,0.4520f,0.0495f,
0.1564f,0.3773f,-0.0216f,0.4367f,
-0.4855f,-0.1972f,-0.2026f,-0.4390f,
0.3743f,-0.1156f,0.4408f,-0.3123f,
-0.3577f,0.0753f,-0.3396f,0.0336f,
0.1052f,-0.4180f,0.0799f,-0.3587f};)" + kernelFunction
    };
}

#endif // BUILT_IN_KERNEL

#endif // ENABLE_OPENCL

#endif // !ANIME4KCPP_CORE_OPENCL_ACNET_KERNEL_HPP
